% csauthors.net - beta - BibTeX bibliography of Mengjie Zhang 001
@inproceedings{conf/ausai/ZhangC99,
title = {Genetic Programming for Multiple Class Object Detection.},
year = {1999},
booktitle = {Australian Joint Conference on Artificial Intelligence},
author = {{Mengjie Zhang 001} and {Victor Ciesielski}},
publisher = {Springer},
booktitle = {Advanced Topics in Artificial Intelligence, 12th Australian Joint Conference on Artificial Intelligence, AI '99, Sydney, Australia, December 6-10, 1999, Proceedings}
}
@inproceedings{conf/dexa/ZhangC99,
title = {Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection.},
year = {1999},
booktitle = {DEXA},
author = {{Mengjie Zhang 001} and {Victor Ciesielski}},
publisher = {Springer},
booktitle = {Database and Expert Systems Applications, 10th International Conference, DEXA '99, Florence, Italy, August 30 - September 3, 1999, Proceedings}
}
@inproceedings{conf/evoW/ZhangAP03,
title = {Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection.},
year = {2003},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {Peter Andreae} and {Mark Pritchard}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings}
}
@inproceedings{conf/iat/GaoZ03,
title = {Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites.},
year = {2003},
booktitle = {IAT},
author = {{Xiaoying Gao} and {Mengjie Zhang 001}},
publisher = {IEEE Computer Society},
booktitle = {2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 13-17 October 2003, Halifax, Canada}
}
@inproceedings{conf/webi/GaoZA03,
title = {Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling.},
year = {2003},
booktitle = {Web Intelligence},
author = {{Xiaoying Gao} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE Computer Society},
booktitle = {2003 IEEE / WIC International Conference on Web Intelligence, (WI 2003), 13-17 October 2003, Halifax, Canada}
}
@article{journals/ejasp/ZhangCA03,
title = {A Domain-Independent Window Approach to Multiclass Object Detection Using Genetic Programming.},
year = {2003},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Mengjie Zhang 001} and {Victor Ciesielski} and {Peter Andreae}}
}
@inproceedings{conf/acsc/XieAZW04,
title = {Learning Models for English Speech Recognition.},
year = {2004},
booktitle = {ACSC},
author = {{Huayang Xie} and {Peter Andreae} and {Mengjie Zhang 001} and {Paul Warren}},
publisher = {Australian Computer Society},
booktitle = {Computer Science 2004, Twenty-Seveth Australasian Computer Science Conference (ACSC2004), Dunedin, New Zealand, January 2004}
}
@inproceedings{conf/acsw/SmartZ04,
title = {Applying Online Gradient Descent Search to Genetic Programming for Object Recognition.},
year = {2004},
booktitle = {ACSW},
author = {{William D. Smart} and {Mengjie Zhang 001}},
publisher = {Australian Computer Society},
booktitle = {ACSW Frontiers 2004, 2004 ACSW Workshops - the Australasian Information Security Workshop (AISW2004), the Australasian Workshop on Data Mining and Web Intelligence (DMWI2004), and the Australasian Workshop on Software Internationalisation (AWSI2004) . Dunedin, New Zealand, January 2004}
}
@inproceedings{conf/acsw/XieAZW04,
title = {Detecting Stress in Spoken English using Decision Trees and Support Vector Machines.},
year = {2004},
booktitle = {ACSW},
author = {{Huayang Xie} and {Peter Andreae} and {Mengjie Zhang 001} and {Paul Warren}},
publisher = {Australian Computer Society},
booktitle = {ACSW Frontiers 2004, 2004 ACSW Workshops - the Australasian Information Security Workshop (AISW2004), the Australasian Workshop on Data Mining and Web Intelligence (DMWI2004), and the Australasian Workshop on Software Internationalisation (AWSI2004) . Dunedin, New Zealand, January 2004}
}
@inproceedings{conf/eurogp/ZhangS04,
title = {Genetic Programming with Gradient Descent Search for Multiclass Object Classification.},
year = {2004},
booktitle = {EuroGP},
author = {{Mengjie Zhang 001} and {William D. Smart}},
publisher = {Springer},
booktitle = {Genetic Programming, 7th European Conference, EuroGP2004, Coimbra, Portugal, April 5-7, 2004, Proceedings}
}
@inproceedings{conf/evoW/ZhangB04,
title = {Program Size and Pixel Statistics in Genetic Programming for Object Detection.},
year = {2004},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {Urvesh Bhowan}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings}
}
@inproceedings{conf/evoW/ZhangS04,
title = {Multiclass Object Classification Using Genetic Programming.},
year = {2004},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {William D. Smart}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings}
}
@inproceedings{conf/kes/ZhangAB04,
title = {A Two Phase Genetic Programming Approach to Object Detection.},
year = {2004},
booktitle = {KES},
author = {{Mengjie Zhang 001} and {Peter Andreae} and {Urvesh Bhowan}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004. Proceedings. Part III}
}
@inproceedings{conf/kes/ZhangN04,
title = {False Alarm Filter in Neural Networks for Multiclass Object Detection.},
year = {2004},
booktitle = {KES},
author = {{Mengjie Zhang 001} and {Bunna Ny}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004. Proceedings. Part II}
}
@inproceedings{conf/pricai/SmartZ04,
title = {Probability Based Genetic Programming for Multiclass Object Classification.},
year = {2004},
booktitle = {PRICAI},
author = {{William D. Smart} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2004: Trends in Artificial Intelligence, 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004, Proceedings}
}
@article{journals/ijait/GaoZ04,
title = {A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites.},
year = {2004},
journal = {Int. J. Artif. Intell. Tools},
author = {{Xiaoying Gao} and {Mengjie Zhang 001}}
}
@article{journals/ijcia/ZhangC04,
title = {Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection.},
year = {2004},
journal = {Int. J. Comput. Intell. Appl.},
author = {{Mengjie Zhang 001} and {Victor Ciesielski}}
}
@article{journals/ijufks/GaoZA04,
title = {Automatic Pattern Construction For Web Information Extraction.},
year = {2004},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
author = {{Xiaoying Gao} and {Mengjie Zhang 001} and {Peter Andreae}}
}
@inproceedings{conf/ausai/ChenZ05,
title = {Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems.},
year = {2005},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Guang Chen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings}
}
@inproceedings{conf/ausai/FogelbergZ05,
title = {Linear Genetic Programming for Multi-class Object Classification.},
year = {2005},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Christopher Fogelberg} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings}
}
@inproceedings{conf/eurogp/SmartZ05,
title = {Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems.},
year = {2005},
booktitle = {EuroGP},
author = {{William D. Smart} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming, 8th European Conference, EuroGP2005, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings}
}
@inproceedings{conf/evoW/ZhangS05,
title = {Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition.},
year = {2005},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {William D. Smart}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings}
}
@inproceedings{conf/kes/ZhangZS05,
title = {Program Simplification in Genetic Programming for Object Classification.},
year = {2005},
booktitle = {KES (3)},
author = {{Mengjie Zhang 001} and {Yun Zhang} and {William D. Smart}},
publisher = {Springer},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, KES 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part III}
}
@article{journals/jamds/WangZ05,
title = {A new approach to multiple class pattern classification with random matrices.},
year = {2005},
journal = {Adv. Decis. Sci.},
author = {{Dong Qian Wang} and {Mengjie Zhang 001}}
}
@incollection{series/sci/Zhang05,
title = {Mining Small Objects in Large Images Using Neural Networks.},
year = {2005},
booktitle = {Foundations of Data Mining and knowledge Discovery},
author = {{Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Foundations of Data Mining and knowledge Discovery}
}
@inproceedings{conf/amt/GaoZ06,
title = {Information Extraction from A Whole Web Site.},
year = {2006},
booktitle = {AMT},
author = {{Xiaoying Gao} and {Mengjie Zhang 001}},
publisher = {IOS Press},
booktitle = {Advances in Intelligent IT - Active Media Technology 2006, Proceedings of the 4th International Conference on Active Media Technology, AMT 2006, June 7-9, 2006, Brisbane, Australia}
}
@inproceedings{conf/ausai/GaoZC06,
title = {TreeWrapper: Automatic Data Extraction Based on Tree Representation.},
year = {2006},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Xiaoying Gao} and {Mengjie Zhang 001} and {Minh Duc Cao}},
publisher = {Springer},
booktitle = {AI 2006: Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006, Proceedings}
}
@inproceedings{conf/ausai/ZhangGL06,
title = {GP for Object Classification: Brood Size in Brood Recombination Crossover.},
year = {2006},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Weijun Lou}},
publisher = {Springer},
booktitle = {AI 2006: Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006, Proceedings}
}
@inproceedings{conf/cec/XieZA06,
title = {A Study of Good Predecessor Programs for Reducing Fitness Evaluation Cost in Genetic Programming.},
year = {2006},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Evolutionary Computation, CEC 2006, part of WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/cec/ZhangGL06,
title = {Looseness Controlled Crossover in GP for Object Recognition.},
year = {2006},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Weijun Lou}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Evolutionary Computation, CEC 2006, part of WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/eurogp/XieZA06,
title = {Population Clustering in Genetic Programming.},
year = {2006},
booktitle = {EuroGP},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {Springer},
booktitle = {Genetic Programming, 9th European Conference, EuroGP 2006, Budapest, Hungary, April 10-12, 2006, Proceedings}
}
@inproceedings{conf/evoW/XieZA06,
title = {Genetic Programming for Automatic Stress Detection in Spoken English.},
year = {2006},
booktitle = {EvoWorkshops},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings}
}
@inproceedings{conf/evoW/ZhangL06,
title = {Localisation Fitness in GP for Object Detection.},
year = {2006},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {Malcolm Lett}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings}
}
@inproceedings{conf/gecco/WongZ06,
title = {Algebraic simplification of GP programs during evolution.},
year = {2006},
booktitle = {GECCO},
author = {{Phillip Wong} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006}
}
@inproceedings{conf/icicic/ZhangGCM06,
title = {Neural Networks for Scientific Paper Classification.},
year = {2006},
booktitle = {ICICIC (2)},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Minh Duc Cao} and {Yuejin Ma}},
publisher = {IEEE Computer Society},
booktitle = {First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August - 1 September 2006, Beijing, China}
}
@inproceedings{conf/isda/XieZA06,
title = {Automatic Selection Pressure Control in Genetic Programming.},
year = {2006},
booktitle = {ISDA (1)},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), October 16-18, 2006, Jinan, China}
}
@inproceedings{conf/pricai/ZhangGCM06,
title = {Modelling Citation Networks for Improving Scientific Paper Classification Performance.},
year = {2006},
booktitle = {PRICAI},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Minh Duc Cao} and {Yuejin Ma}},
publisher = {Springer},
booktitle = {PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings}
}
@inproceedings{conf/pricai/ZhangGLQ06,
title = {Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition.},
year = {2006},
booktitle = {PRICAI},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Weijun Lou} and {Dongping Qian}},
publisher = {Springer},
booktitle = {PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings}
}
@inproceedings{conf/seal/ZhangLM06,
title = {Refining Fitness Functions and Optimising Training Data in GP for Object Detection.},
year = {2006},
booktitle = {SEAL},
author = {{Mengjie Zhang 001} and {Malcolm Lett} and {Yuejin Ma}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings}
}
@inproceedings{conf/seal/ZhangWQ06,
title = {Online Program Simplification in Genetic Programming.},
year = {2006},
booktitle = {SEAL},
author = {{Mengjie Zhang 001} and {Phillip Wong} and {Dongping Qian}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings}
}
@inproceedings{conf/webi/VuongGZ06,
title = {Data Extraction from Semi-structured Web Pages by Clustering.},
year = {2006},
booktitle = {Web Intelligence},
author = {{Le Phong Bao Vuong} and {Xiaoying Gao} and {Mengjie Zhang 001}},
publisher = {IEEE Computer Society},
booktitle = {2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 18-22 December 2006, Hong Kong, China}
}
@article{journals/cib/ZhangL06,
title = {Genetic Programming for Object Detection: Improving Fitness Functions and Optimising Training Data.},
year = {2006},
journal = {IEEE Intell. Informatics Bull.},
author = {{Mengjie Zhang 001} and {Malcolm Lett}}
}
@article{journals/prl/ZhangS06a,
title = {Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification.},
year = {2006},
journal = {Pattern Recognit. Lett.},
author = {{Mengjie Zhang 001} and {William D. Smart}}
}
@inproceedings{conf/ausai/NeshatianZJ07,
title = {Feature Construction and Dimension Reduction Using Genetic Programming.},
year = {2007},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {AI 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings}
}
@inproceedings{conf/ausai/PattersonZ07,
title = {Fitness Functions in Genetic Programming for Classification with Unbalanced Data.},
year = {2007},
booktitle = {Australian Conference on Artificial Intelligence},
author = {{Grant Patterson} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings}
}
@inproceedings{conf/cec/WongZ07,
title = {Effects of program simplification on simple building blocks in Genetic Programming.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Phillip Wong} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cec/XieZA07,
title = {Genetic Programming for New Zealand CPI Inflation Prediction.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cec/XieZA07a,
title = {An analysis of depth of crossover points in tree-based Genetic Programming.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/eurogp/SmartAZ07,
title = {Empirical Analysis of GP Tree-Fragments.},
year = {2007},
booktitle = {EuroGP},
author = {{William D. Smart} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming, 10th European Conference, EuroGP 2007, Valencia, Spain, April 11-13, 2007, Proceedings}
}
@inproceedings{conf/evoW/ZhangF07,
title = {Genetic Programming for Image Recognition: An LGP Approach.},
year = {2007},
booktitle = {EvoWorkshops},
author = {{Mengjie Zhang 001} and {Christopher Fogelberg}},
publisher = {Springer},
booktitle = {Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings.}
}
@inproceedings{conf/fbit/KrawiecHZ07,
title = {Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques.},
year = {2007},
booktitle = {FBIT},
author = {{Krzysztof Krawiec} and {Daniel Howard 001} and {Mengjie Zhang 001}},
publisher = {IEEE Computer Society},
booktitle = {Frontiers in the Convergence of Bioscience and Information Technologies 2007, FBIT 2007, Jeju Island, Korea, October 11-13, 2007}
}
@inproceedings{conf/gecco/WongZ07,
title = {Numerical-node building block analysis of genetic programming with simplification.},
year = {2007},
booktitle = {GECCO},
author = {{Phillip Lee-Ming Wong} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007}
}
@inproceedings{conf/gecco/XieZA07,
title = {Another investigation on tournament selection: modelling and visualisation.},
year = {2007},
booktitle = {GECCO},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007}
}
@inproceedings{conf/gecco/XieZA07a,
title = {An analysis of constructive crossover and selection pressure in genetic programming.},
year = {2007},
booktitle = {GECCO},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007}
}
@inproceedings{conf/ksem/GaoVZ07,
title = {Automatic Data Record Detection in Web Pages.},
year = {2007},
booktitle = {KSEM},
author = {{Xiaoying Gao} and {Le Phong Bao Vuong} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Knowledge Science, Engineering and Management, Second International Conference, KSEM 2007, Melbourne, Australia, November 28-30, 2007, Proceedings}
}
@article{journals/connection/ZhangFM07,
title = {A linear structured approach and a refined fitness function in genetic programming for multi-class object classification.},
year = {2007},
journal = {Connect. Sci.},
author = {{Mengjie Zhang 001} and {Christopher Fogelberg} and {Yuejin Ma}}
}
@article{journals/ijait/Zhang07,
title = {Improving Object Detection Performance with Genetic Programming.},
year = {2007},
journal = {Int. J. Artif. Intell. Tools},
author = {{Mengjie Zhang 001}}
}
@article{journals/tsmc/ZhangGL07,
title = {A New Crossover Operator in Genetic Programming for Object Classification.},
year = {2007},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Mengjie Zhang 001} and {Xiaoying Gao} and {Weijun Lou}}
}
@inproceedings{conf/cec/MohemmedZ08,
title = {Evaluation of particle swarm optimization based centroid classifier with different distance metrics.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Ammar W. Mohemmed} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/NeshatianZ08,
title = {Genetic programming for performance improvement and dimensionality reduction of classification problems.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/SmartZ08,
title = {Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{William D. Smart} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/WongZ08,
title = {SCHEME: Caching subtrees in genetic programming.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Phillip Wong} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/XieZA08,
title = {An analysis of the distribution of swapped subtree sizes in tree-based genetic programming.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/XieZAJ08,
title = {Is the not-sampled issue in tournament selection critical?},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/eurogp/NeshatianZ08,
title = {Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems.},
year = {2008},
booktitle = {EuroGP},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming, 11th European Conference, EuroGP 2008, Naples, Italy, March 26-28, 2008. Proceedings}
}
@inproceedings{conf/evoW/ChinZ08,
title = {Object Detection Using Neural Networks and Genetic Programming.},
year = {2008},
booktitle = {EvoWorkshops},
author = {{Barret Chin} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings}
}
@inproceedings{conf/evoW/MohemmedZS08,
title = {Cooperative Particle Swarm Optimization for the Delay Constrained Least Cost Path Problem.},
year = {2008},
booktitle = {EvoCOP},
author = {{Ammar W. Mohemmed} and {Mengjie Zhang 001} and {Nirod Chandra Sahoo}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008, Naples, Italy, March 26-28, 2008. Proceedings}
}
@inproceedings{conf/gecco/XieZAJ08,
title = {An analysis of multi-sampled issue and no-replacement tournament selection.},
year = {2008},
booktitle = {GECCO},
author = {{Huayang Xie} and {Mengjie Zhang 001} and {Peter Andreae} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008}
}
@inproceedings{conf/seal/KinzettZJ08,
title = {Using Numerical Simplification to Control Bloat in Genetic Programming.},
year = {2008},
booktitle = {SEAL},
author = {{David Kinzett} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings}
}
@inproceedings{conf/seal/MohemmedZJ08,
title = {A PSO Based Adaboost Approach to Object Detection.},
year = {2008},
booktitle = {SEAL},
author = {{Ammar W. Mohemmed} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings}
}
@inproceedings{conf/seal/NeshatianZA08,
title = {Genetic Programming for Feature Ranking in Classification Problems.},
year = {2008},
booktitle = {SEAL},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings}
}
@article{journals/gpem/ZhangW08,
title = {Genetic programming for medical classification: a program simplification approach.},
year = {2008},
journal = {Genet. Program. Evolvable Mach.},
author = {{Mengjie Zhang 001} and {Phillip Wong}}
}
@article{journals/icae/GaoVZ08,
title = {Detecting data records in semi-structured web sites based on text token clustering.},
year = {2008},
journal = {Integr. Comput. Aided Eng.},
author = {{Xiaoying Gao} and {Le Phong Bao Vuong} and {Mengjie Zhang 001}}
}
@article{journals/ijcia/ZhangW08,
title = {Explicitly Simplifying Evolved Genetic Programs during Evolution.},
year = {2008},
journal = {Int. J. Comput. Intell. Appl.},
author = {{Mengjie Zhang 001} and {Phillip Wong}}
}
@article{journals/kes/AndreaeXZ08,
title = {Genetic Programming for detecting rhythmic stress in spoken English.},
year = {2008},
journal = {Int. J. Knowl. Based Intell. Eng. Syst.},
author = {{Peter Andreae} and {Huayang Xie} and {Mengjie Zhang 001}}
}
@inproceedings{conf/acal/XieZ09,
title = {An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms.},
year = {2009},
booktitle = {ACAL},
author = {{Huayang Xie} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life: Borrowing from Biology, 4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009. Proceedings}
}
@inproceedings{conf/ausai/BhowanZJ09,
title = {Multi-Objective Genetic Programming for Classification with Unbalanced Data.},
year = {2009},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Urvesh Bhowan} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings}
}
@inproceedings{conf/ausai/NeshatianZ09,
title = {Unsupervised Elimination of Redundant Features Using Genetic Programming.},
year = {2009},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings}
}
@inproceedings{conf/ausai/XieZ09,
title = {Balancing Parent and Offspring Selection in Genetic Programming.},
year = {2009},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Huayang Xie} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings}
}
@inproceedings{conf/cec/BhowanJZ09,
title = {Differentiating between individual class performance in Genetic Programming fitness for classification with unbalanced data.},
year = {2009},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009}
}
@inproceedings{conf/cec/MohemmedZJ09,
title = {Particle Swarm Optimization based Adaboost for face detection.},
year = {2009},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Ammar W. Mohemmed} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009}
}
@inproceedings{conf/cira/ChandraZR09,
title = {Solving the forward kinematics of the 3RPR planar parallel manipulator using a hybrid meta-heuristic paradigm.},
year = {2009},
booktitle = {CIRA},
author = {{Rohitash Chandra} and {Mengjie Zhang 001} and {Luc Rolland}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2009, 15-18 December 2009, Daejeon, Korea}
}
@inproceedings{conf/eurogp/NeshatianZ09,
title = {Genetic Programming for Feature Subset Ranking in Binary Classification Problems.},
year = {2009},
booktitle = {EuroGP},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming, 12th European Conference, EuroGP 2009, Tübingen, Germany, April 15-17, 2009, Proceedings}
}
@inproceedings{conf/gecco/KinzettJZ09,
title = {How online simplification affects building blocks in genetic programming.},
year = {2009},
booktitle = {GECCO},
author = {{David Kinzett} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009}
}
@inproceedings{conf/gecco/MohemmedJZ09,
title = {Particle swarm optimization based multi-prototype ensembles.},
year = {2009},
booktitle = {GECCO},
author = {{Ammar W. Mohemmed} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009}
}
@inproceedings{conf/gecco/NeshatianZ09,
title = {Pareto front feature selection: using genetic programming to explore feature space.},
year = {2009},
booktitle = {GECCO},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009}
}
@inproceedings{conf/gecco/SongCZ09,
title = {Bloat control in genetic programming by evaluating contribution of nodes.},
year = {2009},
booktitle = {GECCO},
author = {{Andy Song} and {Dunhai Chen} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009}
}
@inproceedings{conf/gecco/ZhangCO09,
title = {Evolutionary computer vision.},
year = {2009},
booktitle = {GECCO (Companion)},
author = {{Mengjie Zhang 001} and {Stefano Cagnoni} and {Gustavo Olague}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, Companion Material}
}
@article{journals/evi/KinzettJZ09,
title = {Numerical simplification for bloat control and analysis of building blocks in genetic programming.},
year = {2009},
journal = {Evol. Intell.},
author = {{David Kinzett} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/evi/KirleyZL09,
title = {Special issue on simulated evolution and learning.},
year = {2009},
journal = {Evol. Intell.},
author = {{Michael Kirley} and {Mengjie Zhang 001} and {Xiaodong Li 001}}
}
@article{journals/ijseke/McGaughranZ09,
title = {Evolving More Representative Programs with Genetic Programming.},
year = {2009},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
author = {{Daniel McGaughran} and {Mengjie Zhang 001}}
}
@incollection{series/smpai/ZhangBN09,
title = {Genetic Programming for Object Detection: a Two-phase Approach with an Improved Fitness Function.},
year = {2009},
booktitle = {Progress in Computer Vision and Image Analysis},
author = {{Mengjie Zhang 001} and {Urvesh Bhowan} and {Bunna Ny}},
publisher = {WorldScientific},
booktitle = {Progress in Computer Vision and Image Analysis}
}
@inproceedings{conf/ausai/BhowanZJ10,
title = {A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data.},
year = {2010},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Urvesh Bhowan} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}
}
@inproceedings{conf/ausai/ChandraFZ10,
title = {An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks.},
year = {2010},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}
}
@inproceedings{conf/ausai/FuJZ10,
title = {Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search.},
year = {2010},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}
}
@inproceedings{conf/ausai/HuntJBZ10,
title = {Sampling Methods in Genetic Programming for Classification with Unbalanced Data.},
year = {2010},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Rachel Hunt} and {Mark Johnston} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}
}
@inproceedings{conf/ausai/SetayeshJZ10,
title = {Edge and Corner Extraction Using Particle Swarm Optimisation.},
year = {2010},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Mahdi Setayesh} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings}
}
@inproceedings{conf/cec/AtkinsKBZ10,
title = {Evolution of aesthetically pleasing images without human-in-the-loop.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Daniel L. Atkins} and {Roman Klapaukh} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cec/KinzettZJ10,
title = {Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{David Kinzett} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cec/LarresZB10,
title = {Using unrestricted loops in genetic programming for image classification.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Jan Larres} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cec/LiddleJZ10,
title = {Multi-Objective Genetic Programming for object detection.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Thomas Liddle} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cec/SongCZ10,
title = {Contribution based bloat control in Genetic Programming.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Andy Song} and {Dunhai Chen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/eurogp/BhowanZJ10,
title = {Genetic Programming for Classification with Unbalanced Data.},
year = {2010},
booktitle = {EuroGP},
author = {{Urvesh Bhowan} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Genetic Programming, 13th European Conference, EuroGP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings}
}
@inproceedings{conf/eurogp/JohnstonLZ10,
title = {A Relaxed Approach to Simplification in Genetic Programming.},
year = {2010},
booktitle = {EuroGP},
author = {{Mark Johnston} and {Thomas Liddle} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming, 13th European Conference, EuroGP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings}
}
@inproceedings{conf/eurogp/KinzettZJ10,
title = {Analysis of Building Blocks with Numerical Simplification in Genetic Programming.},
year = {2010},
booktitle = {EuroGP},
author = {{David Kinzett} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Genetic Programming, 13th European Conference, EuroGP 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings}
}
@inproceedings{conf/evoW/AzizMZ10,
title = {Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks.},
year = {2010},
booktitle = {EvoApplications (2)},
author = {{Nor Azlina Bt Ab. Aziz} and {Ammar W. Mohemmed} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II}
}
@inproceedings{conf/gecco/BhowanZJ10,
title = {AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data.},
year = {2010},
booktitle = {GECCO},
author = {{Urvesh Bhowan} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010}
}
@inproceedings{conf/gecco/DowneyZB10,
title = {New crossover operators in linear genetic programming for multiclass object classification.},
year = {2010},
booktitle = {GECCO},
author = {{Carlton Downey} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010}
}
@inproceedings{conf/gecco/MohemmedZB10,
title = {Particle swarm optimisation for outlier detection.},
year = {2010},
booktitle = {GECCO},
author = {{Ammar W. Mohemmed} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010}
}
@inproceedings{conf/ausai/BhowanJZ11,
title = {Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/ausai/FuJZ11,
title = {Genetic Programming for Edge Detection Based on Accuracy of Each Training Image.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/ausai/HuntJZ11,
title = {Improving Robustness of Multiple-Objective Genetic Programming for Object Detection.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Rachel Hunt} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/ausai/ScobleJZ11,
title = {Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Aaron Scoble} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/ausai/SetayeshZJ11,
title = {Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/ausai/WeiZ11,
title = {Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Jingxuan Wei} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/cec/AtkinsNZ11,
title = {A domain independent Genetic Programming approach to automatic feature extraction for image classification.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Daniel L. Atkins} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/DowneyZ11,
title = {Execution trace caching for Linear Genetic Programming.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Carlton Downey} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/FriedlanderNZ11,
title = {Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Anna Friedlander} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/FuJZ11,
title = {Genetic programming for edge detection: A global approach.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/SetayeshZJ11,
title = {Edge detection using constrained discrete particle swarm optimisation in noisy images.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/WeiZ11,
title = {A memetic particle swarm optimization for constrained multi-objective optimization problems.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Jingxuan Wei} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/eurogp/DowneyZ11,
title = {Parallel Linear Genetic Programming.},
year = {2011},
booktitle = {EuroGP},
author = {{Carlton Downey} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings}
}
@inproceedings{conf/evoW/FuJZ11,
title = {A Hybrid Particle Swarm Optimisation with Differential Evolution Approach to Image Segmentation.},
year = {2011},
booktitle = {EvoApplications (1)},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy, April 27-29, 2011, Proceedings, Part I}
}
@inproceedings{conf/evoW/KukenysBZ11,
title = {Transparent, Online Image Pattern Classification Using a Learning Classifier System.},
year = {2011},
booktitle = {EvoApplications (1)},
author = {{Ignas Kukenys} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy, April 27-29, 2011, Proceedings, Part I}
}
@inproceedings{conf/gecco/BhowanJZ11,
title = {Evolving ensembles in multi-objective genetic programming for classification with unbalanced data.},
year = {2011},
booktitle = {GECCO},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/DowneyZ11,
title = {Caching for parallel linear genetic programming.},
year = {2011},
booktitle = {GECCO (Companion)},
author = {{Carlton Downey} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/FuJZ11,
title = {Hybrid particle swarm optimisation based on history information sharing.},
year = {2011},
booktitle = {GECCO},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/IqbalZB11,
title = {Automatically defined functions for learning classifier systems.},
year = {2011},
booktitle = {GECCO (Companion)},
author = {{Muhammad Iqbal 001} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/KukenysBZ11,
title = {Confusion matrices for improving performance of feature pattern classifier systems.},
year = {2011},
booktitle = {GECCO (Companion)},
author = {{Ignas Kukenys} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/NguyenZJ11,
title = {A genetic programming based hyper-heuristic approach for combinatorial optimisation.},
year = {2011},
booktitle = {GECCO},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/Rada-VilelaZS11,
title = {A performance study on synchronous and asynchronous updates in particle swarm optimization.},
year = {2011},
booktitle = {GECCO},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Winston Seah}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/SetayeshZJ11,
title = {Detection of continuous, smooth and thin edges in noisy images using constrained particle swarm optimisation.},
year = {2011},
booktitle = {GECCO},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/gecco/WeiZ11,
title = {Attraction based PSO with sphere search for dynamic constrained multi-objective optimization problems.},
year = {2011},
booktitle = {GECCO (Companion)},
author = {{Jingxuan Wei} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011}
}
@inproceedings{conf/icara/AbdulhamidNZ11,
title = {Genetic programming for evolving programs with loop structures for classification tasks.},
year = {2011},
booktitle = {ICARA},
author = {{Fahmi Abdulhamid} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {5th International Conference on Automation, Robotics and Applications, ICARA 2011, Wellington, New Zealand, December 6-8, 2011}
}
@inproceedings{conf/icara/Al-SahafNZ11,
title = {Automatic feature extraction and image classification using genetic programming.},
year = {2011},
booktitle = {ICARA},
author = {{Harith Al-Sahaf} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {5th International Conference on Automation, Robotics and Applications, ICARA 2011, Wellington, New Zealand, December 6-8, 2011}
}
@inproceedings{conf/icara/MarzukhiBZ11,
title = {Developing an evolvable pattern generator using learning classifier systems.},
year = {2011},
booktitle = {ICARA},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {5th International Conference on Automation, Robotics and Applications, ICARA 2011, Wellington, New Zealand, December 6-8, 2011}
}
@inproceedings{conf/icara/Rada-VilelaZS11,
title = {Random Asynchronous PSO.},
year = {2011},
booktitle = {ICARA},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Winston Seah}},
publisher = {IEEE},
booktitle = {5th International Conference on Automation, Robotics and Applications, ICARA 2011, Wellington, New Zealand, December 6-8, 2011}
}
@inproceedings{conf/ijcnn/ChandraFZ11,
title = {A memetic framework for cooperative coevolution of recurrent neural networks.},
year = {2011},
booktitle = {IJCNN},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011}
}
@inproceedings{conf/ijcnn/ChandraFZ11a,
title = {Modularity adaptation in cooperative coevolution of feedforward neural networks.},
year = {2011},
booktitle = {IJCNN},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011}
}
@article{journals/cim/Zhang11a,
title = {Experience of Teaching Computational Intelligence in an Undergraduate Level Course [Educational Forum].},
year = {2011},
journal = {IEEE Comput. Intell. Mag.},
author = {{Mengjie Zhang 001}}
}
@article{journals/connection/NeshatianZ11,
title = {Using genetic programming for context-sensitive feature scoring in classification problems.},
year = {2011},
journal = {Connect. Sci.},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}}
}
@article{journals/ijon/ChandraFZO11,
title = {Encoding subcomponents in cooperative co-evolutionary recurrent neural networks.},
year = {2011},
journal = {Neurocomputing},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001} and {Christian W. Omlin}}
}
@article{journals/soco/MohemmedJZ11,
title = {Particle swarm optimisation based AdaBoost for object detection.},
year = {2011},
journal = {Soft Comput.},
author = {{Ammar W. Mohemmed} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/soco/XieZ11,
title = {Depth-control strategies for crossover in tree-based genetic programming.},
year = {2011},
journal = {Soft Comput.},
author = {{Huayang Xie} and {Mengjie Zhang 001}}
}
@article{journals/soco/ZhangKL11,
title = {Guest Editorial: special issue on evolutionary optimisation and learning.},
year = {2011},
journal = {Soft Comput.},
author = {{Mengjie Zhang 001} and {Michael Kirley} and {Xiaodong Li 001}}
}
@inproceedings{conf/acsc/XueZB12,
title = {Single Feature Ranking and Binary Particle Swarm Optimisation Based Feature Subset Ranking for Feature Selection.},
year = {2012},
booktitle = {ACSC},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Australian Computer Society},
booktitle = {Thirty-Fifth Australasian Computer Science Conference, ACSC 2012, Melbourne, Australia, January 2012}
}
@inproceedings{conf/ausai/AhmedZP12,
title = {Genetic Programming for Biomarker Detection in Mass Spectrometry Data.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/ausai/CervanteXSZ12,
title = {A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Liam Cervante} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/ausai/FuJZ12,
title = {Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/ausai/IqbalBZ12,
title = {XCSR with Computed Continuous Action.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/ausai/LiLSGZ12,
title = {Opponent's Style Modeling Based on Situations for Bayesian Poker.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Ruobing Li} and {Wenkai Li} and {Lin Shang 001} and {Yang Gao 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/ausai/ScobleJZ12,
title = {Local Search in Parallel Linear Genetic Programming for Multiclass Classification.},
year = {2012},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Aaron Scoble} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings}
}
@inproceedings{conf/cec/AbdulhamidSNZ12,
title = {Evolving Genetic Programming classifiers with loop structures.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Fahmi Abdulhamid} and {Andy Song} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/Al-SahafSNZ12,
title = {Extracting image features for classification by two-tier genetic programming.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Harith Al-Sahaf} and {Andy Song} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/CervanteXZS12,
title = {Binary particle swarm optimisation for feature selection: A filter based approach.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Liam Cervante} and {Bing Xue 001} and {Mengjie Zhang 001} and {Lin Shang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/FuJZ12,
title = {Genetic programming for edge detection via balancing individual training images.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/FuJZ12a,
title = {Soft edge maps from edge detectors evolved by genetic programming.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/HuntNZ12,
title = {Scalability analysis of genetic programming classifiers.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Rachel Hunt} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/NguyenZJT12,
title = {A coevolution genetic programming method to evolve scheduling policies for dynamic multi-objective job shop scheduling problems.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/Rada-VilelaZS12,
title = {A performance study on the effects of noise and evaporation in Particle Swarm Optimization.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Winston Seah}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/SetayeshZJ12,
title = {Effects of static and dynamic topologies in Particle Swarm Optimisation for edge detection in noisy images.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/XueZB12,
title = {New fitness functions in binary particle swarm optimisation for feature selection.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/eurogp/NeshatianZ12,
title = {Improving Relevance Measures Using Genetic Programming.},
year = {2012},
booktitle = {EuroGP},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings}
}
@inproceedings{conf/eurogp/NguyenZJT12,
title = {Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming.},
year = {2012},
booktitle = {EuroGP},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {Springer},
booktitle = {Genetic Programming - 15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012. Proceedings}
}
@inproceedings{conf/gecco/EbadiZB12,
title = {XCS-based versus UCS-based feature pattern classification system.},
year = {2012},
booktitle = {GECCO},
author = {{Toktam Ebadi} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/gecco/FuJZ12,
title = {Genetic programming for edge detection using blocks to extract features.},
year = {2012},
booktitle = {GECCO},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/gecco/FuJZ12a,
title = {Genetic programming for edge detection based on figure of merit.},
year = {2012},
booktitle = {GECCO (Companion)},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings}
}
@inproceedings{conf/gecco/IqbalBZ12,
title = {Extracting and using building blocks of knowledge in learning classifier systems.},
year = {2012},
booktitle = {GECCO},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/gecco/MarzukhiBZ12,
title = {Two-cornered learning classifier systems for pattern generation and classification.},
year = {2012},
booktitle = {GECCO},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/gecco/SetayeshZJ12,
title = {A spatial random-meaningful neighbourhood topology in pso for edge detection in noisy images.},
year = {2012},
booktitle = {GECCO (Companion)},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings}
}
@inproceedings{conf/gecco/XueZB12,
title = {Multi-objective particle swarm optimisation (PSO) for feature selection.},
year = {2012},
booktitle = {GECCO},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/ivcnz/FuJZ12,
title = {Multi-frequency transformation for edge detection.},
year = {2012},
booktitle = {IVCNZ},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Image and Vision Computing New Zealand, IVCNZ '12, Dunedin, New Zealand - November 26 - 28, 2012}
}
@inproceedings{conf/ivcnz/HindmarshAZ12,
title = {Genetic programming for improving image descriptors generated using the scale-invariant feature transform.},
year = {2012},
booktitle = {IVCNZ},
author = {{Samuel Hindmarsh} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Image and Vision Computing New Zealand, IVCNZ '12, Dunedin, New Zealand - November 26 - 28, 2012}
}
@inproceedings{conf/pricai/ShangWDZ12,
title = {Opinion Target Extraction for Short Comments.},
year = {2012},
booktitle = {PRICAI},
author = {{Lin Shang 001} and {Haipeng Wang} and {Xinyu Dai} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Malaysia, September 3-7, 2012. Proceedings}
}
@inproceedings{conf/pricai/XueCSZ12,
title = {A Particle Swarm Optimisation Based Multi-objective Filter Approach to Feature Selection for Classification.},
year = {2012},
booktitle = {PRICAI},
author = {{Bing Xue 001} and {Liam Cervante} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Malaysia, September 3-7, 2012. Proceedings}
}
@inproceedings{conf/seal/ChandraZP12,
title = {Application of Cooperative Convolution Optimization for 13C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements.},
year = {2012},
booktitle = {SEAL},
author = {{Rohitash Chandra} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@inproceedings{conf/seal/FuJZ12,
title = {Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection.},
year = {2012},
booktitle = {SEAL},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@inproceedings{conf/seal/HuntNZ12,
title = {A Genetic Programming Approach to Hyper-Heuristic Feature Selection.},
year = {2012},
booktitle = {SEAL},
author = {{Rachel Hunt} and {Kourosh Neshatian} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@inproceedings{conf/seal/NguyenZJT12,
title = {Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming.},
year = {2012},
booktitle = {SEAL},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@inproceedings{conf/seal/Rada-VilelaZS12,
title = {Evaporation Mechanisms for Particle Swarm Optimization.},
year = {2012},
booktitle = {SEAL},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Winston Seah}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@article{journals/asc/ChandraFZ12,
title = {Crossover-based local search in cooperative co-evolutionary feedforward neural networks.},
year = {2012},
journal = {Appl. Soft Comput.},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}}
}
@article{journals/connection/SongZ12,
title = {Genetic programming for detecting target motions.},
year = {2012},
journal = {Connect. Sci.},
author = {{Andy Song} and {Mengjie Zhang 001}}
}
@article{journals/connection/XueCSBZ12,
title = {A multi-objective particle swarm optimisation for filter-based feature selection in classification problems.},
year = {2012},
journal = {Connect. Sci.},
author = {{Bing Xue 001} and {Liam Cervante} and {Lin Shang 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/eswa/Al-SahafSNZ12,
title = {Two-Tier genetic programming: towards raw pixel-based image classification.},
year = {2012},
journal = {Expert Syst. Appl.},
author = {{Harith Al-Sahaf} and {Andy Song} and {Kourosh Neshatian} and {Mengjie Zhang 001}}
}
@article{journals/gpem/DowneyZL12,
title = {Parallel linear genetic programming for multi-class classification.},
year = {2012},
journal = {Genet. Program. Evolvable Mach.},
author = {{Carlton Downey} and {Mengjie Zhang 001} and {Jing Liu 006}}
}
@article{journals/ijon/ChandraFZ12,
title = {On the issue of separability for problem decomposition in cooperative neuro-evolution.},
year = {2012},
journal = {Neurocomputing},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}}
}
@article{journals/ijon/ChandraZ12,
title = {Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction.},
year = {2012},
journal = {Neurocomputing},
author = {{Rohitash Chandra} and {Mengjie Zhang 001}}
}
@article{journals/soco/ChandraFZ12,
title = {Adapting modularity during learning in cooperative co-evolutionary recurrent neural networks.},
year = {2012},
journal = {Soft Comput.},
author = {{Rohitash Chandra} and {Marcus R. Frean} and {Mengjie Zhang 001}}
}
@article{journals/soco/XieZ12,
title = {Impacts of sampling strategies in tournament selection for genetic programming.},
year = {2012},
journal = {Soft Comput.},
author = {{Huayang Xie} and {Mengjie Zhang 001}}
}
@article{journals/tec/NeshatianZA12,
title = {A Filter Approach to Multiple Feature Construction for Symbolic Learning Classifiers Using Genetic Programming.},
year = {2012},
journal = {IEEE Trans. Evol. Comput.},
author = {{Kourosh Neshatian} and {Mengjie Zhang 001} and {Peter Andreae}}
}
@article{journals/tsmc/BhowanJZ12,
title = {Developing New Fitness Functions in Genetic Programming for Classification With Unbalanced Data.},
year = {2012},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@inproceedings{conf/ausai/Al-SahafZJ13,
title = {A One-Shot Learning Approach to Image Classification Using Genetic Programming.},
year = {2013},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {AI 2013: Advances in Artificial Intelligence - 26th Australasian Joint Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings}
}
@inproceedings{conf/ausai/LaneXLZ13,
title = {Particle Swarm Optimisation and Statistical Clustering for Feature Selection.},
year = {2013},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Mitchell C. Lane} and {Bing Xue 001} and {Ivy Liu} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2013: Advances in Artificial Intelligence - 26th Australasian Joint Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings}
}
@inproceedings{conf/ausai/ParkNJZ13,
title = {Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming.},
year = {2013},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{John Park} and {Su Nguyen} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2013: Advances in Artificial Intelligence - 26th Australasian Joint Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings}
}
@inproceedings{conf/cec/AhmedZP13,
title = {Enhanced feature selection for biomarker discovery in LC-MS data using GP.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/Al-SahafSZ13,
title = {Hybridisation of Genetic Programming and Nearest Neighbour for classification.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Harith Al-Sahaf} and {Andy Song} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/CervanteXSZ13,
title = {Binary particle swarm optimisation and rough set theory for dimension reduction in classification.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Liam Cervante} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/FuJZ13,
title = {Triangular-distribution-based feature construction using Genetic Programming for edge detection.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/IqbalBZ13,
title = {Learning overlapping natured and niche imbalance boolean problems using XCS classifier systems.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/KlapaukhBZ13,
title = {The effect of primitive sets on the expression of evolved images.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Roman Klapaukh} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/ParkNZJ13,
title = {Genetic programming for order acceptance and scheduling.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{John Park} and {Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/Rada-VilelaZJ13,
title = {Resampling in Particle Swarm Optimization.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/ScobleBSBZ13,
title = {Evolutionary spatial auto-correlation for assessing earthquake liquefaction potential using Parallel Linear Genetic Programming.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Aaron Scoble} and {Will N. Browne} and {Bill Stephenson} and {Zane Bruce} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/StevanovicXZ13,
title = {Feature selection based on PSO and decision-theoretic rough set model.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Aneta Stevanovic} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/YuMZ13,
title = {An adaptive genetic programming approach to QoS-aware web services composition.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yang Yu} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/dexa/WangMZ13,
title = {Genetic Programming with Greedy Search for Web Service Composition.},
year = {2013},
booktitle = {DEXA (2)},
author = {{Anqi Wang} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Database and Expert Systems Applications - 24th International Conference, DEXA 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings, Part II}
}
@inproceedings{conf/eurogp/NguyenZJT13,
title = {Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.},
year = {2013},
booktitle = {EuroGP},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {Springer},
booktitle = {Genetic Programming - 16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/evoW/AhmedZP13,
title = {Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach.},
year = {2013},
booktitle = {EvoBIO},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/evoW/CervanteXSZ13,
title = {A Multi-objective Feature Selection Approach Based on Binary PSO and Rough Set Theory.},
year = {2013},
booktitle = {EvoCOP},
author = {{Liam Cervante} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 13th European Conference, EvoCOP 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/evoW/FuJZ13,
title = {Genetic Programming for Automatic Construction of Variant Features in Edge Detection.},
year = {2013},
booktitle = {EvoApplications},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/evoW/FuJZ13a,
title = {Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming.},
year = {2013},
booktitle = {EvoApplications},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/evoW/XueZB13,
title = {Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification.},
year = {2013},
booktitle = {EvoApplications},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings}
}
@inproceedings{conf/gecco/BhowanJZ13,
title = {Comparing ensemble learning approaches in genetic programming for classification with unbalanced data.},
year = {2013},
booktitle = {GECCO (Companion)},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings}
}
@inproceedings{conf/gecco/FuJZ13,
title = {Genetic programming for edge detection using multivariate density.},
year = {2013},
booktitle = {GECCO},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013}
}
@inproceedings{conf/gecco/IqbalBZ13,
title = {Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems.},
year = {2013},
booktitle = {GECCO},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013}
}
@inproceedings{conf/gecco/IqbalBZ13a,
title = {Comparison of two methods for computing action values in XCS with code-fragment actions.},
year = {2013},
booktitle = {GECCO (Companion)},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings}
}
@inproceedings{conf/gecco/MarzukhiBZ13,
title = {Adaptive artificial datasets to discover the effects of domain features for classification tasks.},
year = {2013},
booktitle = {GECCO (Companion)},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings}
}
@inproceedings{conf/gecco/Rada-VilelaZJ13,
title = {Optimal computing budget allocation in particle swarm optimization.},
year = {2013},
booktitle = {GECCO},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013}
}
@inproceedings{conf/gecco/XueZDB13,
title = {PSO for feature construction and binary classification.},
year = {2013},
booktitle = {GECCO},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Yan Dai 007} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013}
}
@inproceedings{conf/ivcnz/Al-SahafZJ13,
title = {Binary image classification using genetic programming based on local binary patterns.},
year = {2013},
booktitle = {IVCNZ},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@inproceedings{conf/ivcnz/FuJZ13,
title = {Investigation of low-level edge feature extraction using three blocks.},
year = {2013},
booktitle = {IVCNZ},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@inproceedings{conf/ivcnz/FuJZ13a,
title = {Gaussian mixture models and information entropy for image segmentation using particle swarm optimisation.},
year = {2013},
booktitle = {IVCNZ},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@inproceedings{conf/ivcnz/GhifaryKZ13,
title = {Sparse representations in deep learning for noise-robust digit classification.},
year = {2013},
booktitle = {IVCNZ},
author = {{Muhammad Ghifary} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@inproceedings{conf/ivcnz/MirghasemiRZ13,
title = {A feature-based region growing-merging approach to color image segmentation.},
year = {2013},
booktitle = {IVCNZ},
author = {{Saeed Mirghasemi} and {Ramesh Kumar Rayudu} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@inproceedings{conf/ivcnz/MirghasemiRZ13a,
title = {A new image segmentation algorithm based on modified seeded region growing and particle swarm optimization.},
year = {2013},
booktitle = {IVCNZ},
author = {{Saeed Mirghasemi} and {Ramesh Kumar Rayudu} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {28th International Conference on Image and Vision Computing New Zealand, IVCNZ 2013, Wellington, New Zealand, November 27-29, 2013}
}
@article{journals/cim/ZhangKD13,
title = {Special Issue on Computational Intelligence in Computer Vision and Image Processing [Guest Editorial].},
year = {2013},
journal = {IEEE Comput. Intell. Mag.},
author = {{Mengjie Zhang 001} and {Mario Koeppen} and {Sergio Damas}}
}
@article{journals/cor/NguyenZJT13,
title = {Hybrid evolutionary computation methods for quay crane scheduling problems.},
year = {2013},
journal = {Comput. Oper. Res.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}}
}
@article{journals/evi/0001BZ13,
title = {Learning complex, overlapping and niche imbalance Boolean problems using XCS-based classifier systems.},
year = {2013},
journal = {Evol. Intell.},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/evi/MarzukhiBZ13,
title = {Adaptive artificial datasets through learning classifier systems for classification tasks.},
year = {2013},
journal = {Evol. Intell.},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/ijait/XueCSBZ13,
title = {Multi-objective Evolutionary Algorithms for filter Based Feature Selection in Classification.},
year = {2013},
journal = {Int. J. Artif. Intell. Tools},
author = {{Bing Xue 001} and {Liam Cervante} and {Lin Shang 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/isci/SetayeshZJ13,
title = {A novel particle swarm optimisation approach to detecting continuous, thin and smooth edges in noisy images.},
year = {2013},
journal = {Inf. Sci.},
author = {{Mahdi Setayesh} and {Mengjie Zhang 001} and {Mark Johnston}}
}
@article{journals/soco/IqbalBZ13,
title = {Evolving optimum populations with XCS classifier systems - XCS with code fragmented action.},
year = {2013},
journal = {Soft Comput.},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/soco/Rada-VilelaZS13,
title = {A performance study on synchronicity and neighborhood size in particle swarm optimization.},
year = {2013},
journal = {Soft Comput.},
author = {{Juan Rada-Vilela} and {Mengjie Zhang 001} and {Winston Seah}}
}
@article{journals/tcyb/XueZB13,
title = {Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach.},
year = {2013},
journal = {IEEE Trans. Cybern.},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/tec/BhowanJZY13,
title = {Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data.},
year = {2013},
journal = {IEEE Trans. Evol. Comput.},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001} and {Xin Yao 001}}
}
@article{journals/tec/NguyenZJT13,
title = {A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem.},
year = {2013},
journal = {IEEE Trans. Evol. Comput.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}}
}
@article{journals/tec/XieZ13,
title = {Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming.},
year = {2013},
journal = {IEEE Trans. Evol. Comput.},
author = {{Huayang Xie} and {Mengjie Zhang 001}}
}
@incollection{series/sci/NguyenZJT13,
title = {Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach.},
year = {2013},
booktitle = {Automated Scheduling and Planning},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {Springer},
booktitle = {Automated Scheduling and Planning - From Theory to Practice}
}
@inproceedings{conf/cec/AhmedZP14,
title = {A new GP-based wrapper feature construction approach to classification and biomarker identification.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/BennettNZ14,
title = {A hybrid discrete particle swarm optimisation method for grid computation scheduling.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Stephen Bennett} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/FuJZ14,
title = {Unsupervised learning for edge detection using Genetic Programming.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/HuntJZ14,
title = {Evolving machine-specific dispatching rules for a two-machine job shop using genetic programming.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Rachel Hunt} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/NguyenXLZ14,
title = {Filter based backward elimination in wrapper based PSO for feature selection in classification.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Ivy Liu} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/NguyenZJ14,
title = {A sequential genetic programming method to learn forward construction heuristics for order acceptance and scheduling.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/SilvaMZ14,
title = {A graph-based Particle Swarm Optimisation approach to QoS-aware web service composition and selection.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/XueQZ14,
title = {An archive based particle swarm optimisation for feature selection in classification.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Bing Xue 001} and {A. Kai Qin} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/cec/YuMZ14,
title = {A Genetic Programming approach to distributed QoS-aware web service composition.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yang Yu} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/dexa/HuangMZ14,
title = {An Enhanced Genetic Algorithm for Web Service Location-Allocation.},
year = {2014},
booktitle = {DEXA (2)},
author = {{Hai Huang} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Database and Expert Systems Applications - 25th International Conference, DEXA 2014, Munich, Germany, September 1-4, 2014. Proceedings, Part II}
}
@inproceedings{conf/eurogp/NguyenZJ14,
title = {Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming.},
year = {2014},
booktitle = {EuroGP},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/eurographics/LewisARZPD14,
title = {Practice and Theory of Blendshape Facial Models.},
year = {2014},
booktitle = {Eurographics (State of the Art Reports)},
author = {{John P. Lewis} and {Ken Anjyo} and {Taehyun Rhee} and {Mengjie Zhang 001} and {Frédéric H. Pighin} and {Zhigang Deng}},
publisher = {Eurographics Association},
booktitle = {35th Annual Conference of the European Association for Computer Graphics, Eurographics 2014 - State of the Art Reports, Strasbourg, France, April 7-11, 2014}
}
@inproceedings{conf/evoW/AhmedZP14,
title = {GPMS: A Genetic Programming Based Approach to Multiple Alignment of Liquid Chromatography-Mass Spectrometry Data.},
year = {2014},
booktitle = {EvoApplications},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/evoW/DaiXZ14,
title = {New Representations in PSO for Feature Construction in Classification.},
year = {2014},
booktitle = {EvoApplications},
author = {{Yan Dai 007} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/evoW/FuJZ14,
title = {Is a Single Image Sufficient for Evolving Edge Features by Genetic Programming?},
year = {2014},
booktitle = {EvoApplications},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/evoW/LaneXLZ14,
title = {Gaussian Based Particle Swarm Optimisation and Statistical Clustering for Feature Selection.},
year = {2014},
booktitle = {EvoCOP},
author = {{Mitchell C. Lane} and {Bing Xue 001} and {Ivy Liu} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimisation - 14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/evoW/XueNZ14,
title = {A New Binary Particle Swarm Optimisation Algorithm for Feature Selection.},
year = {2014},
booktitle = {EvoApplications},
author = {{Bing Xue 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers}
}
@inproceedings{conf/gecco/0001NBHZ14,
title = {Salient object detection using learning classifiersystems that compute action mappings.},
year = {2014},
booktitle = {GECCO},
author = {{Muhammad Iqbal 001} and {Syed Saud Naqvi} and {Will N. Browne} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/gecco/AhmedZP14,
title = {Prediction of detectable peptides in MS data using genetic programming.},
year = {2014},
booktitle = {GECCO (Companion)},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings}
}
@inproceedings{conf/gecco/AhmedZPX14,
title = {Multiple feature construction for effective biomarker identification and classification using genetic programming.},
year = {2014},
booktitle = {GECCO},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/gecco/AlvarezBZ14,
title = {Reusing learned functionality in XCS: code fragments with constructed functionality and constructed features.},
year = {2014},
booktitle = {GECCO (Companion)},
author = {{Isidro M. Alvarez} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings}
}
@inproceedings{conf/gecco/HuntJZ14,
title = {Evolving "less-myopic" scheduling rules for dynamic job shop scheduling with genetic programming.},
year = {2014},
booktitle = {GECCO},
author = {{Rachel Hunt} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/gecco/MarshallJZ14,
title = {Hyper-heuristics, grammatical evolution and the capacitated vehicle routing problem.},
year = {2014},
booktitle = {GECCO (Companion)},
author = {{Richard J. Marshall} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings}
}
@inproceedings{conf/gecco/MarzukhiBZ14,
title = {Three-cornered coevolution learning classifier systems for classification tasks.},
year = {2014},
booktitle = {GECCO},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014}
}
@inproceedings{conf/gecco/XueFZ14,
title = {Differential evolution (DE) for multi-objective feature selection in classification.},
year = {2014},
booktitle = {GECCO (Companion)},
author = {{Bing Xue 001} and {Wenlong Fu} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings}
}
@inproceedings{conf/icassp/GhifaryKZ14,
title = {Deep hybrid networks with good out-of-sample object recognition.},
year = {2014},
booktitle = {ICASSP},
author = {{Muhammad Ghifary} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014}
}
@inproceedings{conf/iconip/0002ZPD14,
title = {Stochastic Decision Making in Learning Classifier Systems through a Natural Policy Gradient Method.},
year = {2014},
booktitle = {ICONIP (3)},
author = {{Gang Chen 002} and {Mengjie Zhang 001} and {Shaoning Pang} and {Colin Douch}},
publisher = {Springer},
booktitle = {Neural Information Processing - 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part III}
}
@inproceedings{conf/icpr/RahmanHZ14,
title = {Information Divergence Based Saliency Detection with a Global Center-Surround Mechanism.},
year = {2014},
booktitle = {ICPR},
author = {{Ibrahim M. H. Rahman} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {IEEE Computer Society},
booktitle = {22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014}
}
@inproceedings{conf/ijcnn/McLeodVZ14,
title = {Optimizing configuration of neural ensemble network for breast cancer diagnosis.},
year = {2014},
booktitle = {IJCNN},
author = {{Peter McLeod} and {Brijesh K. Verma} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/ivcnz/Al-SahafZJ14,
title = {Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification.},
year = {2014},
booktitle = {IVCNZ},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, IVCNZ 2014, Hamilton, New Zealand, November 19-21, 2014}
}
@inproceedings{conf/pricai/GhifaryKZ14,
title = {Domain Adaptive Neural Networks for Object Recognition.},
year = {2014},
booktitle = {PRICAI},
author = {{Muhammad Ghifary} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2014: Trends in Artificial Intelligence - 13th Pacific Rim International Conference on Artificial Intelligence, Gold Coast, QLD, Australia, December 1-5, 2014. Proceedings}
}
@inproceedings{conf/seal/AhmedZPX14,
title = {Genetic Programming for Measuring Peptide Detectability.},
year = {2014},
booktitle = {SEAL},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/Al-SahafZJ14,
title = {Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances.},
year = {2014},
booktitle = {SEAL},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/AlvarezBZ14,
title = {Reusing Learned Functionality to Address Complex Boolean Functions.},
year = {2014},
booktitle = {SEAL},
author = {{Isidro M. Alvarez} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/FuJZ14,
title = {Automatic Resolution Selection for Edge Detection Using Genetic Programming.},
year = {2014},
booktitle = {SEAL},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/LiangZB14,
title = {Image Segmentation: A Survey of Methods Based on Evolutionary Computation.},
year = {2014},
booktitle = {SEAL},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/MarshallJZ14,
title = {A Comparison between Two Evolutionary Hyper-Heuristics for Combinatorial Optimisation.},
year = {2014},
booktitle = {SEAL},
author = {{Richard J. Marshall} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/MarshallJZ14a,
title = {Developing a Hyper-Heuristic Using Grammatical Evolution and the Capacitated Vehicle Routing Problem.},
year = {2014},
booktitle = {SEAL},
author = {{Richard J. Marshall} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/NguyenXLZ14,
title = {PSO and Statistical Clustering for Feature Selection: A New Representation.},
year = {2014},
booktitle = {SEAL},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Ivy Liu} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/NguyenZJT14,
title = {Selection Schemes in Surrogate-Assisted Genetic Programming for Job Shop Scheduling.},
year = {2014},
booktitle = {SEAL},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/ParkNZJ14,
title = {Enhancing Heuristics for Order Acceptance and Scheduling Using Genetic Programming.},
year = {2014},
booktitle = {SEAL},
author = {{John Park} and {Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/SilvaMZ14,
title = {A GP Approach to QoS-Aware Web Service Composition and Selection.},
year = {2014},
booktitle = {SEAL},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/TranXZ14,
title = {Improved PSO for Feature Selection on High-Dimensional Datasets.},
year = {2014},
booktitle = {SEAL},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/TranXZ14a,
title = {Overview of Particle Swarm Optimisation for Feature Selection in Classification.},
year = {2014},
booktitle = {SEAL},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/XueFZ14,
title = {Multi-objective Feature Selection in Classification: A Differential Evolution Approach.},
year = {2014},
booktitle = {SEAL},
author = {{Bing Xue 001} and {Wenlong Fu} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@inproceedings{conf/seal/YuMZ14,
title = {A Hybrid GP-Tabu Approach to QoS-Aware Data Intensive Web Service Composition.},
year = {2014},
booktitle = {SEAL},
author = {{Yang Yu} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 10th International Conference, SEAL 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings}
}
@article{journals/asc/XueZB14,
title = {Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms.},
year = {2014},
journal = {Appl. Soft Comput.},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/connection/AhmedZP14,
title = {Improving feature ranking for biomarker discovery in proteomics mass spectrometry data using genetic programming.},
year = {2014},
journal = {Connect. Sci.},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng}}
}
@article{journals/ec/EbadiKBZ14,
title = {Human-Interpretable Feature Pattern Classification System Using Learning Classifier Systems.},
year = {2014},
journal = {Evol. Comput.},
author = {{Toktam Ebadi} and {Ignas Kukenys} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/ec/NguyenZJT14,
title = {Genetic Programming for Evolving Due-Date Assignment Models in Job Shop Environments.},
year = {2014},
journal = {Evol. Comput.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}}
}
@article{journals/ijcia/XueCSBZ14,
title = {Binary PSO and Rough Set Theory for Feature Selection: a Multi-objective filter Based Approach.},
year = {2014},
journal = {Int. J. Comput. Intell. Appl.},
author = {{Bing Xue 001} and {Liam Cervante} and {Lin Shang 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/swarm/Rada-VilelaJZ14,
title = {Deception, blindness and disorientation in particle swarm optimization applied to noisy problems.},
year = {2014},
journal = {Swarm Intell.},
author = {{Juan Rada-Vilela} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/swevo/Rada-VilelaJZ14,
title = {Population statistics for particle swarm optimization: Resampling methods in noisy optimization problems.},
year = {2014},
journal = {Swarm Evol. Comput.},
author = {{Juan Rada-Vilela} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/FuJZ14,
title = {Low-Level Feature Extraction for Edge Detection Using Genetic Programming.},
year = {2014},
journal = {IEEE Trans. Cybern.},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/tec/0001BZ14,
title = {Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-Scale Boolean Problems.},
year = {2014},
journal = {IEEE Trans. Evol. Comput.},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/tec/BhowanJZY14,
title = {Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data.},
year = {2014},
journal = {IEEE Trans. Evol. Comput.},
author = {{Urvesh Bhowan} and {Mark Johnston} and {Mengjie Zhang 001} and {Xin Yao 001}}
}
@article{journals/tec/NguyenZJT14,
title = {Automatic Design of Scheduling Policies for Dynamic Multi-objective Job Shop Scheduling via Cooperative Coevolution Genetic Programming.},
year = {2014},
journal = {IEEE Trans. Evol. Comput.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}}
}
@inproceedings{conf/ausdm/Butler-Yeoman0Z15,
title = {Particle Swarm Optimisation for Feature Selection: A Size-Controlled Approach.},
year = {2015},
booktitle = {AusDM},
author = {{Tony Butler-Yeoman} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Australian Computer Society},
booktitle = {Thirteenth Australasian Data Mining Conference, AusDM 2015, Sydney, Australia, August 2015}
}
@inproceedings{conf/ausdm/FuZJ15,
title = {Genetic Programming for Extracting Edge Features Using Two Blocks.},
year = {2015},
booktitle = {AusDM},
author = {{Wenlong Fu} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Australian Computer Society},
booktitle = {Thirteenth Australasian Data Mining Conference, AusDM 2015, Sydney, Australia, August 2015}
}
@inproceedings{conf/cec/Al-SahafZJV15,
title = {Image descriptor: A genetic programming approach to multiclass texture classification.},
year = {2015},
booktitle = {CEC},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston} and {Brijesh K. Verma}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/Butler-YeomanXZ15,
title = {Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach.},
year = {2015},
booktitle = {CEC},
author = {{Tony Butler-Yeoman} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/ChenXZ15,
title = {Generalisation and domain adaptation in GP with gradient descent for symbolic regression.},
year = {2015},
booktitle = {CEC},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/HancerXZKA15,
title = {A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.},
year = {2015},
booktitle = {CEC},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001} and {Dervis Karaboga} and {Bahriye Akay}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/KoleejanXZ15,
title = {Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation.},
year = {2015},
booktitle = {CEC},
author = {{Chahine Koleejan} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/LensenAZV15,
title = {Genetic Programming for algae detection in river images.},
year = {2015},
booktitle = {CEC},
author = {{Andrew Lensen} and {Harith Al-Sahaf} and {Mengjie Zhang 001} and {Brijesh K. Verma}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/NguyenZT15,
title = {Enhancing genetic programming based hyper-heuristics for dynamic multi-objective job shop scheduling problems.},
year = {2015},
booktitle = {CEC},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/SilvaMZ15,
title = {A GP approach to QoS-aware Web service composition including conditional constraints.},
year = {2015},
booktitle = {CEC},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/TranAZ15,
title = {Impact of imputation of missing values on Genetic programming based multiple feature construction for classification.},
year = {2015},
booktitle = {CEC},
author = {{Cao Truong Tran} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/YuMZ15,
title = {F-MOGP: A novel many-objective evolutionary approach to QoS-aware data intensive web service composition.},
year = {2015},
booktitle = {CEC},
author = {{Yang Yu} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/dexa/SilvaMZ15,
title = {GraphEvol: A Graph Evolution Technique for Web Service Composition.},
year = {2015},
booktitle = {DEXA (2)},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Database and Expert Systems Applications - 26th International Conference, DEXA 2015, Valencia, Spain, September 1-4, 2015, Proceedings, Part II}
}
@inproceedings{conf/eurogp/ParkNZJ15,
title = {Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling.},
year = {2015},
booktitle = {EuroGP},
author = {{John Park} and {Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {Springer},
booktitle = {Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/evoW/HuntJZ15,
title = {Using Local Search to Evaluate Dispatching Rules in Dynamic Job Shop Scheduling.},
year = {2015},
booktitle = {EvoCOP},
author = {{Rachel Hunt} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/evoW/LiangZB15,
title = {A Supervised Figure-Ground Segmentation Method Using Genetic Programming.},
year = {2015},
booktitle = {EvoApplications},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/evoW/MarshallJZ15,
title = {Hyper-heuristic Operator Selection and Acceptance Criteria.},
year = {2015},
booktitle = {EvoCOP},
author = {{Richard J. Marshall} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 15th European Conference, EvoCOP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/evoW/NguyenXLAZ15,
title = {Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection.},
year = {2015},
booktitle = {EvoApplications},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Ivy Liu} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings}
}
@inproceedings{conf/gecco/Al-SahafZJ15,
title = {Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction.},
year = {2015},
booktitle = {GECCO},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015}
}
@inproceedings{conf/gecco/NguyenZT15,
title = {A Dispatching rule based Genetic Algorithm for Order Acceptance and Scheduling.},
year = {2015},
booktitle = {GECCO},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015}
}
@inproceedings{conf/gecco/ParkNZJ15,
title = {A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling.},
year = {2015},
booktitle = {GECCO (Companion)},
author = {{John Park} and {Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, Companion Material Proceedings}
}
@inproceedings{conf/gecco/TranZA15,
title = {Multiple Imputation for Missing Data Using Genetic Programming.},
year = {2015},
booktitle = {GECCO},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015}
}
@inproceedings{conf/gecco/ZhangC15,
title = {Evolutionary Image Analysis, Signal Processing and Pattern Recognition.},
year = {2015},
booktitle = {GECCO (Companion)},
author = {{Mengjie Zhang 001} and {Stefano Cagnoni}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2015, Madrid, Spain, July 11-15, 2015, Companion Material Proceedings}
}
@inproceedings{conf/iccv/GhifaryKZB15,
title = {Domain Generalization for Object Recognition with Multi-task Autoencoders.},
year = {2015},
booktitle = {ICCV},
author = {{Muhammad Ghifary} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001} and {David Balduzzi}},
publisher = {IEEE Computer Society},
booktitle = {2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015}
}
@inproceedings{conf/iconip/ChenDZP15,
title = {Reinforcement Learning in Continuous Spaces by Using Learning Fuzzy Classifier Systems.},
year = {2015},
booktitle = {ICONIP (2)},
author = {{Gang Chen 002} and {Colin Douch} and {Mengjie Zhang 001} and {Shaoning Pang}},
publisher = {Springer},
booktitle = {Neural Information Processing - 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II}
}
@inproceedings{conf/ijcci/MirghasemiRZ15,
title = {A Heuristic Solution for Noisy Image Segmentation using Particle Swarm Optimization and Fuzzy Clustering.},
year = {2015},
booktitle = {IJCCI (ECTA)},
author = {{Saeed Mirghasemi} and {Ramesh Rayudu} and {Mengjie Zhang 001}},
publisher = {SciTePress},
booktitle = {Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 1: ECTA, Lisbon, Portugal, November 12-14, 2015.}
}
@inproceedings{conf/ijcnn/ChowdhuryVTZ15,
title = {Pixel characteristics based feature extraction approach for roadside object detection.},
year = {2015},
booktitle = {IJCNN},
author = {{Sujan Chowdhury} and {Brijesh K. Verma} and {Mary Tom} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015}
}
@inproceedings{conf/ivcnz/LensenAZX15,
title = {A hybrid Genetic Programming approach to feature detection and image classification.},
year = {2015},
booktitle = {IVCNZ},
author = {{Andrew Lensen} and {Harith Al-Sahaf} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {2015 International Conference on Image and Vision Computing New Zealand, IVCNZ 2015, Auckland, New Zealand, November 23-24, 2015}
}
@article{journals/asc/HancerXKZ15,
title = {A binary ABC algorithm based on advanced similarity scheme for feature selection.},
year = {2015},
journal = {Appl. Soft Comput.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Dervis Karaboga} and {Mengjie Zhang 001}}
}
@article{journals/evi/MarzukhiBZ15,
title = {An on-line Pittsburgh LCS for the Three-Cornered Coevolution Framework.},
year = {2015},
journal = {Evol. Intell.},
author = {{Syahaneim Marzukhi} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/ijcia/XueZB15,
title = {A Comprehensive Comparison on Evolutionary Feature Selection Approaches to Classification.},
year = {2015},
journal = {Int. J. Comput. Intell. Appl.},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/jam/FangLZH15,
title = {Nature-Inspired Algorithms for Real-World Optimization Problems.},
year = {2015},
journal = {J. Appl. Math.},
author = {{Wei Fang} and {Xiaodong Li 001} and {Mengjie Zhang 001} and {Mengqi Hu}}
}
@article{journals/soco/0001BZ15,
title = {Improving genetic search in XCS-based classifier systems through understanding the evolvability of classifier rules.},
year = {2015},
journal = {Soft Comput.},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/soco/FuJZ15,
title = {Distribution-based invariant feature construction using genetic programming for edge detection.},
year = {2015},
journal = {Soft Comput.},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/soco/Rada-VilelaJZ15,
title = {Population statistics for particle swarm optimization: Single-evaluation methods in noisy optimization problems.},
year = {2015},
journal = {Soft Comput.},
author = {{Juan Rada-Vilela} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/swevo/Rada-VilelaJZ15,
title = {Population statistics for particle swarm optimization: Hybrid methods in noisy optimization problems.},
year = {2015},
journal = {Swarm Evol. Comput.},
author = {{Juan Rada-Vilela} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenZJT15,
title = {Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Mark Johnston} and {Kay Chen Tan}}
}
@article{journals/tec/ChenDZ15,
title = {Using Learning Classifier Systems to Learn Stochastic Decision Policies.},
year = {2015},
journal = {IEEE Trans. Evol. Comput.},
author = {{Gang Chen 002} and {Colin I. J. Douch} and {Mengjie Zhang 001}}
}
@article{journals/tlsdkcs/MaWZ15,
title = {A Hybrid Approach Using Genetic Programming and Greedy Search for QoS-Aware Web Service Composition.},
year = {2015},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
author = {{Hui Ma 001} and {Anqi Wang} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Transactions on Large-Scale Data- and Knowledge-Centered Systems XVIII - Special Issue on Database- and Expert-Systems Applications}
}
@inproceedings{conf/acal/AlvarezBZ16,
title = {Compaction for Code Fragment Based Learning Classifier Systems.},
year = {2016},
booktitle = {ACALCI},
author = {{Isidro M. Alvarez} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acal/KarunakaranCZ16,
title = {Parallel Multi-objective Job Shop Scheduling Using Genetic Programming.},
year = {2016},
booktitle = {ACALCI},
author = {{Deepak Karunakaran} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acal/LiangZB16,
title = {Multi-objective Genetic Programming for Figure-Ground Image Segmentation.},
year = {2016},
booktitle = {ACALCI},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acal/MirghasemiRZ16,
title = {A New Modification of Fuzzy C-Means via Particle Swarm Optimization for Noisy Image Segmentation.},
year = {2016},
booktitle = {ACALCI},
author = {{Saeed Mirghasemi} and {Ramesh Kumar Rayudu} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acal/NguyenXZ16,
title = {A Subset Similarity Guided Method for Multi-objective Feature Selection.},
year = {2016},
booktitle = {ACALCI},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acal/TanMZ16,
title = {Optimization of Location Allocation of Web Services Using a Modified Non-dominated Sorting Genetic Algorithm.},
year = {2016},
booktitle = {ACALCI},
author = {{Boxiong Tan} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/acsc/YuMZ16,
title = {A genetic programming approach to distributed execution of data-intensive web service compositions.},
year = {2016},
booktitle = {ACSW},
author = {{Yang Yu} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Australasian Computer Science Week Multiconference, Canberra, Australia, February 2-5, 2016}
}
@inproceedings{conf/cec/0001ZX16,
title = {Improving classification on images by extracting and transferring knowledge in genetic programming.},
year = {2016},
booktitle = {CEC},
author = {{Muhammad Iqbal 001} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/AlvarezBZ16,
title = {Compaction for code fragment based learning classifier systems - Redux.},
year = {2016},
booktitle = {CEC},
author = {{Isidro M. Alvarez} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/Burling-Claridge16,
title = {Evolutionary algorithms for classification of mammographie densities using local binary patterns and statistical features.},
year = {2016},
booktitle = {CEC},
author = {{Francine Burling-Claridge} and {Muhammad Iqbal 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/CagnoniZ16,
title = {Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives.},
year = {2016},
booktitle = {CEC},
author = {{Stefano Cagnoni} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/ChenXNZ16,
title = {Improving generalisation of genetic programming for high-dimensional symbolic regression with feature selection.},
year = {2016},
booktitle = {CEC},
author = {{Qi Chen 002} and {Bing Xue 001} and {Ben Niu 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/Cheng0Z16,
title = {An XCS-based algorithm for multi-objective reinforcement learning.},
year = {2016},
booktitle = {CEC},
author = {{Xiu Cheng} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/HaslamXZ16,
title = {Further investigation on genetic programming with transfer learning for symbolic regression.},
year = {2016},
booktitle = {CEC},
author = {{Edward Haslam} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/LiangZB16,
title = {Figure-ground image segmentation using genetic programming and feature selection.},
year = {2016},
booktitle = {CEC},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/MasoodMCZ16,
title = {Many-objective genetic programming for job-shop scheduling.},
year = {2016},
booktitle = {CEC},
author = {{Atiya Masood} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/MeiZ16,
title = {A comprehensive analysis on reusability of GP-evolved job shop dispatching rules.},
year = {2016},
booktitle = {CEC},
author = {{Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/NguyenMMCZ16,
title = {Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions.},
year = {2016},
booktitle = {CEC},
author = {{Su Nguyen} and {Yi Mei 001} and {Hui Ma 001} and {Aaron Chen 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/NguyenZT16,
title = {Maximising total weighted number of activities for reservation with slack.},
year = {2016},
booktitle = {CEC},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/PhillipsZX16,
title = {Genetic programming for evolving programs with recursive structures.},
year = {2016},
booktitle = {CEC},
author = {{Tessa Phillips} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/RileyMZ16,
title = {Improving job shop dispatching rules via terminal weighting and adaptive mutation in genetic programming.},
year = {2016},
booktitle = {CEC},
author = {{Michael Riley 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/SilvaMMZ16,
title = {A memetic algorithm-based indirect approach to web service composition.},
year = {2016},
booktitle = {CEC},
author = {{Alexandre Sawczuk da Silva} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/TranZA16,
title = {Directly evolving classifiers for missing data using genetic programming.},
year = {2016},
booktitle = {CEC},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/TranZX16,
title = {A PSO based hybrid feature selection algorithm for high-dimensional classification.},
year = {2016},
booktitle = {CEC},
author = {{Binh Tran} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/XueZ16,
title = {Evolutionary computation for feature manipulation: Key challenges and future directions.},
year = {2016},
booktitle = {CEC},
author = {{Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/YanMMZ16,
title = {Evolutionary web service composition: A graph-based memetic algorithm.},
year = {2016},
booktitle = {CEC},
author = {{Longfei Yan} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/eccv/GhifaryKZBL16,
title = {Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation.},
year = {2016},
booktitle = {ECCV (4)},
author = {{Muhammad Ghifary} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001} and {David Balduzzi} and {Wen Li}},
publisher = {Springer},
booktitle = {Computer Vision - ECCV 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part IV}
}
@inproceedings{conf/ecweb/SilvaMZH16,
title = {Handling Branched Web Service Composition with a QoS-Aware Graph-Based Method.},
year = {2016},
booktitle = {EC-Web},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001} and {Sven Hartmann}},
booktitle = {E-Commerce and Web Technologies - 17th International Conference, EC-Web 2016, Porto, Portugal, September 5-8, 2016, Revised Selected Papers}
}
@inproceedings{conf/eurogp/LensenAZX16,
title = {Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data.},
year = {2016},
booktitle = {EuroGP},
author = {{Andrew Lensen} and {Harith Al-Sahaf} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings}
}
@inproceedings{conf/eurogp/ParkMN0JZ16,
title = {Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches.},
year = {2016},
booktitle = {EuroGP},
author = {{John Park} and {Yi Mei 001} and {Su Nguyen} and {Gang Chen 002} and {Mark Johnston} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings}
}
@inproceedings{conf/eurogp/TranZA16,
title = {A Genetic Programming-Based Imputation Method for Classification with Missing Data.},
year = {2016},
booktitle = {EuroGP},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {Springer},
booktitle = {Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings}
}
@inproceedings{conf/evoW/AhmedZPX16,
title = {A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data.},
year = {2016},
booktitle = {EvoApplications (1)},
author = {{Soha Ahmed} and {Mengjie Zhang 001} and {Lifeng Peng} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings, Part I}
}
@inproceedings{conf/evoW/SabarSZ16,
title = {A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing.},
year = {2016},
booktitle = {EvoApplications (1)},
author = {{Nasser R. Sabar} and {Andy Song} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings, Part I}
}
@inproceedings{conf/evoW/SilvaMMZ16,
title = {Particle Swarm Optimisation with Sequence-Like Indirect Representation for Web Service Composition.},
year = {2016},
booktitle = {EvoCOP},
author = {{Alexandre Sawczuk da Silva} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings}
}
@inproceedings{conf/evoW/TanMMZ16,
title = {Particle Swarm Optimization for Multi-Objective Web Service Location Allocation.},
year = {2016},
booktitle = {EvoCOP},
author = {{Boxiong Tan} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings}
}
@inproceedings{conf/evoW/TranXZ16,
title = {Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification.},
year = {2016},
booktitle = {EvoApplications (1)},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings, Part I}
}
@inproceedings{conf/evoW/TranZAX16,
title = {A Wrapper Feature Selection Approach to Classification with Missing Data.},
year = {2016},
booktitle = {EvoApplications (1)},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings, Part I}
}
@inproceedings{conf/gecco/AlvarezBZ16,
title = {Human-inspired Scaling in Learning Classifier Systems: Case Study on the n-bit Multiplexer Problem Set.},
year = {2016},
booktitle = {GECCO},
author = {{Isidro M. Alvarez} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016}
}
@inproceedings{conf/gecco/ChenXSZ16,
title = {Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation.},
year = {2016},
booktitle = {GECCO},
author = {{Qi Chen 002} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016}
}
@inproceedings{conf/gecco/MeiXZ16,
title = {Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference.},
year = {2016},
booktitle = {GECCO},
author = {{Yi Mei 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016}
}
@inproceedings{conf/gecco/MeiZN16,
title = {Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming.},
year = {2016},
booktitle = {GECCO},
author = {{Yi Mei 001} and {Mengjie Zhang 001} and {Su Nguyen}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20 - 24, 2016}
}
@inproceedings{conf/gecco/ParkMCZ16,
title = {Niching Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling: An Investigation into Distance Metrics.},
year = {2016},
booktitle = {GECCO (Companion)},
author = {{John Park} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings}
}
@inproceedings{conf/gecco/SilvaMZ16,
title = {A Graph-based QoS-Aware Method for Web Service Composition with Branching.},
year = {2016},
booktitle = {GECCO (Companion)},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings}
}
@inproceedings{conf/gecco/TranZAX16,
title = {Directly Constructing Multiple Features for Classification with Missing Data using Genetic Programming with Interval Functions.},
year = {2016},
booktitle = {GECCO (Companion)},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings}
}
@inproceedings{conf/gecco/ZhangX16,
title = {Evolutionary Computation for Feature Selection and Feature Construction.},
year = {2016},
booktitle = {GECCO (Companion)},
author = {{Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings}
}
@inproceedings{conf/iconip/Peng0ZP16,
title = {Generalized Compatible Function Approximation for Policy Gradient Search.},
year = {2016},
booktitle = {ICONIP (1)},
author = {{Yiming Peng} and {Gang Chen 002} and {Mengjie Zhang 001} and {Shaoning Pang}},
booktitle = {Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part I}
}
@inproceedings{conf/ies2/0002Z016,
title = {Proceedings in Adaptation, Learning and Optimization.},
year = {2016},
booktitle = {IES},
author = {{Qi Chen 002} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings}
}
@inproceedings{conf/ies2/Karunakaran0CZ16,
title = {Proceedings in Adaptation, Learning and Optimization.},
year = {2016},
booktitle = {IES},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings}
}
@inproceedings{conf/ies2/LiangZB16,
title = {Proceedings in Adaptation, Learning and Optimization.},
year = {2016},
booktitle = {IES},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {Springer},
booktitle = {Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings}
}
@inproceedings{conf/ies2/TranZA0B16,
title = {Proceedings in Adaptation, Learning and Optimization.},
year = {2016},
booktitle = {IES},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001} and {Lam Thu Bui}},
publisher = {Springer},
booktitle = {Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings}
}
@inproceedings{conf/ivcnz/RahmanHZ16,
title = {A dynamic feature map integration approach for predicting human fixation.},
year = {2016},
booktitle = {IVCNZ},
author = {{Ibrahim M. H. Rahman} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016, Palmerston North, New Zealand, November 21-22, 2016}
}
@inproceedings{conf/paisi/MaXZ16,
title = {A Profile-Based Authorship Attribution Approach to Forensic Identification in Chinese Online Messages.},
year = {2016},
booktitle = {PAISI},
author = {{Jianbin Ma} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Intelligence and Security Informatics - 11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings}
}
@inproceedings{conf/pakdd/IqbalXZ16,
title = {Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems.},
year = {2016},
booktitle = {PAKDD (2)},
author = {{Muhammad Iqbal 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II}
}
@inproceedings{conf/pricai/WangXGZ16,
title = {A Differential Evolution Approach to Feature Selection and Instance Selection.},
year = {2016},
booktitle = {PRICAI},
author = {{Jiaheng Wang 004} and {Bing Xue 001} and {Xiaoying Gao} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2016: Trends in Artificial Intelligence - 14th Pacific Rim International Conference on Artificial Intelligence, Phuket, Thailand, August 22-26, 2016, Proceedings}
}
@inproceedings{conf/ssci/LensenXZ16,
title = {Particle swarm optimisation representations for simultaneous clustering and feature selection.},
year = {2016},
booktitle = {SSCI},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/MirghasemiAZR16,
title = {Severely noisy image segmentation via wavelet shrinkage using PSO and Fuzzy C-Means.},
year = {2016},
booktitle = {SSCI},
author = {{Saeed Mirghasemi} and {Peter Andreae} and {Mengjie Zhang 001} and {Ramesh Kumar Rayudu}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/TranZX16,
title = {Multiple feature construction in classification on high-dimensional data using GP.},
year = {2016},
booktitle = {SSCI},
author = {{Binh Tran} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/XueLLZ16,
title = {Dimension reduction in classification using particle swarm optimisation and statistical variable grouping information.},
year = {2016},
booktitle = {SSCI},
author = {{Bing Xue 001} and {Mitchell C. Lane} and {Ivy Liu} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@article{journals/connection/TranXZN16,
title = {Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias.},
year = {2016},
journal = {Connect. Sci.},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001} and {Su Nguyen}}
}
@article{journals/ec/Al-SahafZJ16,
title = {Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances.},
year = {2016},
journal = {Evol. Comput.},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Mark Johnston}}
}
@article{journals/evi/CagnoniZ16,
title = {Foreword: special issue on evolutionary computer vision and pattern recognition.},
year = {2016},
journal = {Evol. Intell.},
author = {{Stefano Cagnoni} and {Mengjie Zhang 001}}
}
@article{journals/evi/TranZAX16,
title = {Improving performance for classification with incomplete data using wrapper-based feature selection.},
year = {2016},
journal = {Evol. Intell.},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}}
}
@article{journals/memetic/TranXZ16,
title = {Genetic programming for feature construction and selection in classification on high-dimensional data.},
year = {2016},
journal = {Memetic Comput.},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/mva/RahmanHZ16,
title = {Contextual-based top-down saliency feature weighting for target detection.},
year = {2016},
journal = {Mach. Vis. Appl.},
author = {{Ibrahim M. H. Rahman} and {Christopher Hollitt} and {Mengjie Zhang 001}}
}
@article{journals/pr/IqbalNBHZ16,
title = {Learning feature fusion strategies for various image types to detect salient objects.},
year = {2016},
journal = {Pattern Recognit.},
author = {{Muhammad Iqbal 001} and {Syed Saud Naqvi} and {Will N. Browne} and {Christopher Hollitt} and {Mengjie Zhang 001}}
}
@article{journals/soco/FuJZ16,
title = {Genetic programming for edge detection: a Gaussian-based approach.},
year = {2016},
journal = {Soft Comput.},
author = {{Wenlong Fu} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/soco/NguyenXLAZ16,
title = {New mechanism for archive maintenance in PSO-based multi-objective feature selection.},
year = {2016},
journal = {Soft Comput.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Ivy Liu} and {Peter Andreae} and {Mengjie Zhang 001}}
}
@article{journals/soco/SilvaMZ16,
title = {Genetic programming for QoS-aware web service composition and selection.},
year = {2016},
journal = {Soft Comput.},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/BrankeNPZ16,
title = {Automated Design of Production Scheduling Heuristics: A Review.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Jürgen Branke} and {Su Nguyen} and {Christoph W. Pickardt} and {Mengjie Zhang 001}}
}
@article{journals/tec/ChenDZ16,
title = {Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Gang Chen 002} and {Colin I. J. Douch} and {Mengjie Zhang 001}}
}
@article{journals/tec/XueZBY16,
title = {A Survey on Evolutionary Computation Approaches to Feature Selection.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Bing Xue 001} and {Mengjie Zhang 001} and {Will N. Browne} and {Xin Yao 001}}
}
@inproceedings{conf/acalci/LiangZB17,
title = {Wrapper Feature Construction for Figure-Ground Image Segmentation Using Genetic Programming.},
year = {2017},
booktitle = {ACALCI},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
booktitle = {Artificial Life and Computational Intelligence - Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - February 2, 2017, Proceedings}
}
@inproceedings{conf/acalci/MasoodMCZ17,
title = {A PSO-Based Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling.},
year = {2017},
booktitle = {ACALCI},
author = {{Atiya Masood} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
booktitle = {Artificial Life and Computational Intelligence - Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - February 2, 2017, Proceedings}
}
@inproceedings{conf/acalci/ParkMNCZ17,
title = {Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown.},
year = {2017},
booktitle = {ACALCI},
author = {{John Park} and {Yi Mei 001} and {Su Nguyen} and {Gang Chen 002} and {Mengjie Zhang 001}},
booktitle = {Artificial Life and Computational Intelligence - Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - February 2, 2017, Proceedings}
}
@inproceedings{conf/acalci/TanHMZ17,
title = {Binary PSO for Web Service Location-Allocation.},
year = {2017},
booktitle = {ACALCI},
author = {{Boxiong Tan} and {Hai Huang} and {Hui Ma 001} and {Mengjie Zhang 001}},
booktitle = {Artificial Life and Computational Intelligence - Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - February 2, 2017, Proceedings}
}
@inproceedings{conf/ausai/Hardwick-SmithP17,
title = {Evolving Transferable Artificial Neural Networks for Gameplay Tasks via NEAT with Phased Searching.},
year = {2017},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Will Hardwick-Smith} and {Yiming Peng} and {Gang Chen 002} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings}
}
@inproceedings{conf/ausai/HuoXSZ17,
title = {Genetic Programming for Multi-objective Test Data Generation in Search Based Software Testing.},
year = {2017},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Jiatong Huo} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings}
}
@inproceedings{conf/ausai/TranXZ17,
title = {Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data.},
year = {2017},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings}
}
@inproceedings{conf/cec/AinXAZ17,
title = {Genetic programming for skin cancer detection in dermoscopic images.},
year = {2017},
booktitle = {CEC},
author = {{Qurrat Ul Ain} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/Jacobsen-Grocott17,
title = {Evolving heuristics for Dynamic Vehicle Routing with Time Windows using genetic programming.},
year = {2017},
booktitle = {CEC},
author = {{Josiah Jacobsen-Grocott} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/KarunakaranMCZ17,
title = {Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing times.},
year = {2017},
booktitle = {CEC},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/NguyenXAZ17,
title = {Particle Swarm Optimisation with genetic operators for feature selection.},
year = {2017},
booktitle = {CEC},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/NguyenZ17,
title = {A PSO-based hyper-heuristic for evolving dispatching rules in job shop scheduling.},
year = {2017},
booktitle = {CEC},
author = {{Su Nguyen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/ONeillAXZ17,
title = {Common subtrees in related problems: A novel transfer learning approach for genetic programming.},
year = {2017},
booktitle = {CEC},
author = {{Damien O'Neill} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/PhillipsZX17,
title = {Genetic programming for solving common and domain-independent generic recursive problems.},
year = {2017},
booktitle = {CEC},
author = {{Tessa Phillips} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/eurogp/ChenXMZ17,
title = {Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression.},
year = {2017},
booktitle = {EuroGP},
author = {{Qi Chen 002} and {Bing Xue 001} and {Yi Mei 001} and {Mengjie Zhang 001}},
booktitle = {Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings}
}
@inproceedings{conf/eurogp/MeiNZ17,
title = {Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming.},
year = {2017},
booktitle = {EuroGP},
author = {{Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
booktitle = {Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings}
}
@inproceedings{conf/eurogp/TranXZ17,
title = {Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data.},
year = {2017},
booktitle = {EuroGP},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
booktitle = {Genetic Programming - 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings}
}
@inproceedings{conf/evoW/LensenXZ17,
title = {Using Particle Swarm Optimisation and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering.},
year = {2017},
booktitle = {EvoApplications (1)},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
booktitle = {Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I}
}
@inproceedings{conf/evoW/TranZAX17,
title = {Bagging and Feature Selection for Classification with Incomplete Data.},
year = {2017},
booktitle = {EvoApplications (1)},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}},
booktitle = {Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I}
}
@inproceedings{conf/gecco/Al-SahafXZ17,
title = {Evolving texture image descriptors using a multitree genetic programming representation.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/ChenZX17,
title = {New geometric semantic operators in genetic programming: perpendicular crossover and random segment mutation.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Qi Chen 002} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/KarunakaranMCZ17,
title = {Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty.},
year = {2017},
booktitle = {GECCO},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/gecco/LensenXZ17,
title = {GPGC: genetic programming for automatic clustering using a flexible non-hyper-spherical graph-based approach.},
year = {2017},
booktitle = {GECCO},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/gecco/LensenXZ17a,
title = {Improving k-means clustering with genetic programming for feature construction.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/LiangZB17,
title = {Learning figure-ground image segmentors by genetic programming.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/LiuMZZ17,
title = {Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem.},
year = {2017},
booktitle = {GECCO},
author = {{Yuxin Liu 003} and {Yi Mei 001} and {Mengjie Zhang 001} and {Zili Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/gecco/NguyenXIAZ17,
title = {Multiple reference points MOEA/D for feature selection.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Hisao Ishibuchi} and {Peter Andreae} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/PengCHMZ17,
title = {Automated state feature learning for actor-critic reinforcement learning through NEAT.},
year = {2017},
booktitle = {GECCO (Companion)},
author = {{Yiming Peng} and {Gang Chen 002} and {Scott Holdaway} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, Berlin, Germany, July 15-19, 2017, Companion Material Proceedings}
}
@inproceedings{conf/gecco/SilvaMMZ17,
title = {Fragment-based genetic programming for fully automated multi-objective web service composition.},
year = {2017},
booktitle = {GECCO},
author = {{Alexandre Sawczuk da Silva} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/gecco/TranZAX17,
title = {Multiple imputation and genetic programming for classification with incomplete data.},
year = {2017},
booktitle = {GECCO},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/gecco/TranZAX17a,
title = {Genetic programming based feature construction for classification with incomplete data.},
year = {2017},
booktitle = {GECCO},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, Berlin, Germany, July 15-19, 2017}
}
@inproceedings{conf/ijcnn/AsafuddoulaVZ17,
title = {An incremental ensemble classifier learning by means of a rule-based accuracy and diversity comparison.},
year = {2017},
booktitle = {IJCNN},
author = {{Md. Asafuddoula} and {Brijesh K. Verma} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017}
}
@inproceedings{conf/ijcnn/Peng0ZP17,
title = {A sandpile model for reliable actor-critic reinforcement learning.},
year = {2017},
booktitle = {IJCNN},
author = {{Yiming Peng} and {Gang Chen 002} and {Mengjie Zhang 001} and {Shaoning Pang}},
publisher = {IEEE},
booktitle = {2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017}
}
@inproceedings{conf/ivcnz/BiZX17,
title = {An automatic region detection and processing approach in genetic programming for binary image classification.},
year = {2017},
booktitle = {IVCNZ},
author = {{Ying Bi} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {2017 International Conference on Image and Vision Computing New Zealand, IVCNZ 2017, Christchurch, New Zealand, December 4-6, 2017}
}
@inproceedings{conf/seal/0002ZX17,
title = {Geometric Semantic Genetic Programming with Perpendicular Crossover and Random Segment Mutation for Symbolic Regression.},
year = {2017},
booktitle = {SEAL},
author = {{Qi Chen 002} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/seal/Al-SahafXZ17,
title = {A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors.},
year = {2017},
booktitle = {SEAL},
author = {{Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/seal/FuXZG17,
title = {Transductive Transfer Learning in Genetic Programming for Document Classification.},
year = {2017},
booktitle = {SEAL},
author = {{Wenlong Fu} and {Bing Xue 001} and {Mengjie Zhang 001} and {Xiaoying Gao}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/seal/LensenXZ17,
title = {New Representations in Genetic Programming for Feature Construction in k-Means Clustering.},
year = {2017},
booktitle = {SEAL},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/seal/MeiNZ17,
title = {Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling.},
year = {2017},
booktitle = {SEAL},
author = {{Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/seal/PengCZM17,
title = {Effective Policy Gradient Search for Reinforcement Learning Through NEAT Based Feature Extraction.},
year = {2017},
booktitle = {SEAL},
author = {{Yiming Peng} and {Gang Chen 002} and {Mengjie Zhang 001} and {Yi Mei 001}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Shenzhen, China, November 10-13, 2017, Proceedings}
}
@inproceedings{conf/ssci/AfzaliXAZ17,
title = {A supervised feature weighting method for salient object detection using particle swarm optimization.},
year = {2017},
booktitle = {SSCI},
author = {{Shima Afzali} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@inproceedings{conf/ssci/HancerXZ17,
title = {A differential evolution based feature selection approach using an improved filter criterion.},
year = {2017},
booktitle = {SSCI},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@inproceedings{conf/ssci/XueJXZ17,
title = {A classification method based on self-adaptive artificial bee colony.},
year = {2017},
booktitle = {SSCI},
author = {{Yu Xue 003} and {Jiongming Jiang} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@article{journals/asc/LiangZB17,
title = {Genetic programming for evolving figure-ground segmentors from multiple features.},
year = {2017},
journal = {Appl. Soft Comput.},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/corr/abs-1710-10741,
title = {Evolving Deep Convolutional Neural Networks for Image Classification.},
year = {2017},
journal = {CoRR},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-1712-05042,
title = {A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification.},
year = {2017},
journal = {CoRR},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/eaai/LiangZB17,
title = {Image feature selection using genetic programming for figure-ground segmentation.},
year = {2017},
journal = {Eng. Appl. Artif. Intell.},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/ec/0001BZ17,
title = {Extending XCS with Cyclic Graphs for Scalability on Complex Boolean Problems.},
year = {2017},
journal = {Evol. Comput.},
author = {{Muhammad Iqbal 001} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/pami/GhifaryBKZ17,
title = {Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization.},
year = {2017},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Muhammad Ghifary} and {David Balduzzi} and {W. Bastiaan Kleijn} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenZT17,
title = {Surrogate-Assisted Genetic Programming With Simplified Models for Automated Design of Dispatching Rules.},
year = {2017},
journal = {IEEE Trans. Cybern.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/tec/Al-SahafAXJZ17,
title = {Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Harith Al-Sahaf} and {Ausama Al-Sahaf} and {Bing Xue 001} and {Mark Johnston} and {Mengjie Zhang 001}}
}
@article{journals/tec/Al-SahafZAJ17,
title = {Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Harith Al-Sahaf} and {Mengjie Zhang 001} and {Ausama Al-Sahaf} and {Mark Johnston}}
}
@article{journals/tec/ChenZX17,
title = {Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Qi Chen 002} and {Mengjie Zhang 001} and {Bing Xue 001}}
}
@article{journals/tec/IqbalXAZ17,
title = {Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Muhammad Iqbal 001} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}}
}
@article{journals/tetci/LuoHZ17,
title = {Guest Editorial: Special Issue on Emergent Topics in Artificial Immune Systems.},
year = {2017},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Wenjian Luo} and {Emma Hart} and {Mengjie Zhang 001}}
}
@article{journals/tetci/MeiNXZ17,
title = {An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming.},
year = {2017},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Yi Mei 001} and {Su Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@inproceedings{conf/ausai/AfzaliAXHZ18,
title = {A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Shima Afzali} and {Harith Al-Sahaf} and {Bing Xue 001} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/AinAXZ18,
title = {A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/Al-Helali0XZ18,
title = {A Hybrid GP-KNN Imputation for Symbolic Regression with Missing Values.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/BiXZ18,
title = {A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/MacLachlanMBZ18,
title = {An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Jordan MacLachlan} and {Yi Mei 001} and {Jürgen Branke} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/Masood0MZ18,
title = {Adaptive Reference Point Generation for Many-Objective Optimization Using NSGA-III.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/ONeillXZ18,
title = {Co-evolution of Novel Tree-Like ANNs and Activation Functions: An Observational Study.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Damien O'Neill} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/ParkMN0Z18,
title = {Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{John Park} and {Yi Mei 001} and {Su Nguyen} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/PeiXSZ18,
title = {Genetic Programming Based on Granular Computing for Classification with High-Dimensional Data.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/TranZXA18,
title = {Genetic Programming with Interval Functions and Ensemble Learning for Classification with Incomplete Data.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Bing Xue 001} and {Peter Andreae}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/WangSXZ18,
title = {A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Bin Wang 044} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/ZhangMZ18,
title = {Genetic Programming with Multi-tree Representation for Dynamic Flexible Job Shop Scheduling.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/ausai/ZhangMZ18a,
title = {Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling.},
year = {2018},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2018: Advances in Artificial Intelligence - 31st Australasian Joint Conference, Wellington, New Zealand, December 11-14, 2018, Proceedings}
}
@inproceedings{conf/cec/AzariZXP18,
title = {Genetic Programming for Preprocessing Tandem Mass Spectra to Improve the Reliability of Peptide Identification.},
year = {2018},
booktitle = {CEC},
author = {{Samaneh Azari} and {Mengjie Zhang 001} and {Bing Xue 001} and {Lifeng Peng}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/BiZX18,
title = {Genetic Programming for Automatic Global and Local Feature Extraction to Image Classification.},
year = {2018},
booktitle = {CEC},
author = {{Ying Bi} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/ChengBZ18,
title = {Decomposition Based Multi-Objective Evolutionary Algorithm in XCS for Multi-Objective Reinforcement Learning.},
year = {2018},
booktitle = {CEC},
author = {{Xiu Cheng} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/EvansAXZ18,
title = {Evolutionary Deep Learning: A Genetic Programming Approach to Image Classification.},
year = {2018},
booktitle = {CEC},
author = {{Benjamin P. Evans} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/MeiZ18,
title = {Genetic Programming Hyper-Heuristic for Stochastic Team Orienteering Problem with Time Windows.},
year = {2018},
booktitle = {CEC},
author = {{Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/ONeillLXZ18,
title = {Particle Swarm Optimisation for Feature Selection and Weighting in High-Dimensional Clustering.},
year = {2018},
booktitle = {CEC},
author = {{Damien O'Neill} and {Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/SunXZY18,
title = {An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders.},
year = {2018},
booktitle = {CEC},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/cec/WangSXZ18,
title = {Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification.},
year = {2018},
booktitle = {CEC},
author = {{Bin Wang 044} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/eurogp/LensenXZ18,
title = {Generating Redundant Features with Unsupervised Multi-tree Genetic Programming.},
year = {2018},
booktitle = {EuroGP},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings}
}
@inproceedings{conf/eurogp/ParkMN0Z18,
title = {Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling.},
year = {2018},
booktitle = {EuroGP},
author = {{John Park} and {Yi Mei 001} and {Su Nguyen} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings}
}
@inproceedings{conf/eurogp/YskaMZ18,
title = {Genetic Programming Hyper-Heuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling.},
year = {2018},
booktitle = {EuroGP},
author = {{Daniel Yska} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings}
}
@inproceedings{conf/evoW/BiXZ18,
title = {An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming.},
year = {2018},
booktitle = {EvoApplications},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings}
}
@inproceedings{conf/evoW/Masood0MZ18,
title = {Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling.},
year = {2018},
booktitle = {EvoCOP},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 18th European Conference, EvoCOP 2018, Parma, Italy, April 4-6, 2018, Proceedings}
}
@inproceedings{conf/gecco/LensenXZ18,
title = {Automatically evolving difficult benchmark feature selection datasets with genetic programming.},
year = {2018},
booktitle = {GECCO},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/gecco/MeiZ18,
title = {Genetic programming hyper-heuristic for multi-vehicle uncertain capacitated arc routing problem.},
year = {2018},
booktitle = {GECCO (Companion)},
author = {{Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/gecco/NguyenZT18,
title = {Adaptive charting genetic programming for dynamic flexible job shop scheduling.},
year = {2018},
booktitle = {GECCO},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/gecco/Peng0SZ18,
title = {NEAT for large-scale reinforcement learning through evolutionary feature learning and policy gradient search.},
year = {2018},
booktitle = {GECCO},
author = {{Yiming Peng} and {Gang Chen 002} and {Harman Singh} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/gecco/YskaMZ18,
title = {Feature construction in genetic programming hyper-heuristic for dynamic flexible job shop scheduling.},
year = {2018},
booktitle = {GECCO (Companion)},
author = {{Daniel Yska} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018}
}
@inproceedings{conf/icws/Silva0MZ18,
title = {A Hybrid Memetic Approach for Fully Automated Multi-Objective Web Service Composition.},
year = {2018},
booktitle = {ICWS},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Web Services, ICWS 2018, San Francisco, CA, USA, July 2-7, 2018}
}
@inproceedings{conf/ijcnn/0002PZ18,
title = {Constrained Expectation-Maximization Methods for Effective Reinforcement Learning.},
year = {2018},
booktitle = {IJCNN},
author = {{Gang Chen 002} and {Yiming Peng} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/ijcnn/FletcherVJZ18,
title = {The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm.},
year = {2018},
booktitle = {IJCNN},
author = {{Sam Fletcher} and {Brijesh K. Verma} and {Zohaib M. Jan} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/ivcnz/AfzaliA0HZ18,
title = {Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection.},
year = {2018},
booktitle = {IVCNZ},
author = {{Shima Afzali} and {Harith Al-Sahaf} and {Bing Xue 001} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2018 International Conference on Image and Vision Computing New Zealand, IVCNZ 2018, Auckland, New Zealand, November 19-21, 2018}
}
@inproceedings{conf/ppsn/KarunakaranM0Z18,
title = {Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming.},
year = {2018},
booktitle = {PPSN (2)},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II}
}
@inproceedings{conf/ppsn/PappaEBBDDDEHJK18,
title = {Tutorials at PPSN 2018.},
year = {2018},
booktitle = {PPSN (2)},
author = {{Gisele Lobo Pappa} and {Michael T. M. Emmerich} and {Ana L. C. Bazzan} and {Will N. Browne} and {Kalyanmoy Deb} and {Carola Doerr} and {Marko Durasevic} and {Michael G. Epitropakis} and {Saemundur O. Haraldsson} and {Domagoj Jakobovic} and {Pascal Kerschke} and {Krzysztof Krawiec} and {Per Kristian Lehre} and {Xiaodong Li 001} and {Andrei Lissovoi} and {Pekka Malo} and {Luis Martí} and {Yi Mei 001} and {Juan Julián Merelo Guervós} and {Julian F. Miller} and {Alberto Moraglio} and {Antonio J. Nebro} and {Su Nguyen} and {Gabriela Ochoa} and {Pietro S. Oliveto} and {Stjepan Picek} and {Nelishia Pillay} and {Mike Preuss} and {Marc Schoenauer} and {Roman Senkerik} and {Ankur Sinha 001} and {Ofer M. Shir} and {Dirk Sudholt} and {L. Darrell Whitley} and {Mark Wineberg} and {John R. Woodward} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II}
}
@inproceedings{conf/pricai/AinXAZ18,
title = {Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification.},
year = {2018},
booktitle = {PRICAI (1)},
author = {{Qurrat Ul Ain} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, August 28-31, 2018, Proceedings, Part I}
}
@article{journals/asc/ParkMNCZ18,
title = {An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling.},
year = {2018},
journal = {Appl. Soft Comput.},
author = {{John Park} and {Yi Mei 001} and {Su Nguyen} and {Gang Chen 002} and {Mengjie Zhang 001}}
}
@article{journals/asc/TranZAXB18,
title = {Improving performance of classification on incomplete data using feature selection and clustering.},
year = {2018},
journal = {Appl. Soft Comput.},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001} and {Lam Thu Bui}}
}
@article{journals/cim/FuXZJ18,
title = {Fast Unsupervised Edge Detection Using Genetic Programming [Application Notes].},
year = {2018},
journal = {IEEE Comput. Intell. Mag.},
author = {{Wenlong Fu} and {Bing Xue 001} and {Mengjie Zhang 001} and {Mark Johnston}}
}
@article{journals/cim/NguyenZAT18,
title = {Visualizing the Evolution of Computer Programs for Genetic Programming [Research Frontier].},
year = {2018},
journal = {IEEE Comput. Intell. Mag.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Damminda Alahakoon} and {Kay Chen Tan}}
}
@article{journals/corr/abs-1804-06461,
title = {An Adaptive Clipping Approach for Proximal Policy Optimization.},
year = {2018},
journal = {CoRR},
author = {{Gang Chen 002} and {Yiming Peng} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-1808-03818,
title = {Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification.},
year = {2018},
journal = {CoRR},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@article{journals/corr/abs-1809-00403,
title = {Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles under Tsallis Entropy Regularization.},
year = {2018},
journal = {CoRR},
author = {{Gang Chen 002} and {Yiming Peng} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-1810-11875,
title = {Automatically Evolving CNN Architectures Based on Blocks.},
year = {2018},
journal = {CoRR},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/gpem/NguyenMZ18,
title = {Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation.},
year = {2018},
journal = {Genet. Program. Evolvable Mach.},
author = {{Su Nguyen} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/heuristics/SilvaMMZ18,
title = {Evolutionary computation for automatic Web service composition: an indirect representation approach.},
year = {2018},
journal = {J. Heuristics},
author = {{Alexandre Sawczuk da Silva} and {Yi Mei 001} and {Hui Ma 001} and {Mengjie Zhang 001}}
}
@article{journals/isci/HancerXZKA18,
title = {Pareto front feature selection based on artificial bee colony optimization.},
year = {2018},
journal = {Inf. Sci.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001} and {Dervis Karaboga} and {Bahriye Akay}}
}
@article{journals/kbs/HancerXZ18,
title = {Differential evolution for filter feature selection based on information theory and feature ranking.},
year = {2018},
journal = {Knowl. Based Syst.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/kbs/TranZAXB18,
title = {An effective and efficient approach to classification with incomplete data.},
year = {2018},
journal = {Knowl. Based Syst.},
author = {{Cao Truong Tran} and {Mengjie Zhang 001} and {Peter Andreae} and {Bing Xue 001} and {Lam Thu Bui}}
}
@article{journals/tcyb/TranXZ18,
title = {A New Representation in PSO for Discretization-Based Feature Selection.},
year = {2018},
journal = {IEEE Trans. Cybern.},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/AsafuddoulaVZ18,
title = {A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization.},
year = {2018},
journal = {IEEE Trans. Evol. Comput.},
author = {{Md. Asafuddoula} and {Brijesh K. Verma} and {Mengjie Zhang 001}}
}
@article{journals/tetci/ChengYYZ18,
title = {Guest Editorial: Special Issue on Computational Intelligence for Cloud Computing.},
year = {2018},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Hui Cheng} and {Xin Yao 001} and {Shengxiang Yang} and {Mengjie Zhang 001}}
}
@article{journals/tip/RahmanHZ18,
title = {Feature Map Quality Score Estimation Through Regression.},
year = {2018},
journal = {IEEE Trans. Image Process.},
author = {{Ibrahim M. H. Rahman} and {Christopher Hollitt} and {Mengjie Zhang 001}}
}
@inproceedings{conf/acpr/Al-HelaliCXZ19,
title = {Genetic Programming-Based Simultaneous Feature Selection and Imputation for Symbolic Regression with Incomplete Data.},
year = {2019},
booktitle = {ACPR (2)},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Pattern Recognition - 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26-29, 2019, Revised Selected Papers, Part II}
}
@inproceedings{conf/acpr/AzariXZP19,
title = {A Decomposition Based Multi-objective Genetic Programming Algorithm for Classification of Highly Imbalanced Tandem Mass Spectrometry.},
year = {2019},
booktitle = {ACPR (2)},
author = {{Samaneh Azari} and {Bing Xue 001} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {Pattern Recognition - 5th Asian Conference, ACPR 2019, Auckland, New Zealand, November 26-29, 2019, Revised Selected Papers, Part II}
}
@inproceedings{conf/ausai/Al-Helali00Z19,
title = {Genetic Programming for Imputation Predictor Selection and Ranking in Symbolic Regression with High-Dimensional Incomplete Data.},
year = {2019},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings}
}
@inproceedings{conf/ausai/Masood0MAZ19,
title = {Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling.},
year = {2019},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings}
}
@inproceedings{conf/cec/00020Z19,
title = {Instance based Transfer Learning for Genetic Programming for Symbolic Regression.},
year = {2019},
booktitle = {CEC},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/AinXAZ19,
title = {Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection.},
year = {2019},
booktitle = {CEC},
author = {{Qurrat Ul Ain} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/ArdehMZ19,
title = {Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem.},
year = {2019},
booktitle = {CEC},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/AzariZ0P19,
title = {Learning to Rank Peptide-Spectrum Matches Using Genetic Programming.},
year = {2019},
booktitle = {CEC},
author = {{Samaneh Azari} and {Mengjie Zhang 001} and {Bing Xue 001} and {Lifeng Peng}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Bi0Z19,
title = {An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image Classification.},
year = {2019},
booktitle = {CEC},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Fu0GZ19,
title = {Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning.},
year = {2019},
booktitle = {CEC},
author = {{Wenlong Fu} and {Bing Xue 001} and {Xiaoying Gao} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Irwin-HarrisS0Z19,
title = {A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design.},
year = {2019},
booktitle = {CEC},
author = {{William Irwin-Harris} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/KarunakaranM0Z19,
title = {Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming.},
year = {2019},
booktitle = {CEC},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/NguyenBZ19,
title = {Online Feature-Generation of Code Fragments for XCS to Guide Feature Construction.},
year = {2019},
booktitle = {CEC},
author = {{Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/PearsonTZ019,
title = {Multi-Round Random Subspace Feature Selection for Incomplete Gene Expression Data.},
year = {2019},
booktitle = {CEC},
author = {{Will Pearson} and {Cao Truong Tran} and {Mengjie Zhang 001} and {Bing Xue 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Pei0SZ19,
title = {New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced Data.},
year = {2019},
booktitle = {CEC},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Raymond00Z19,
title = {Genetic Programming with Rademacher Complexity for Symbolic Regression.},
year = {2019},
booktitle = {CEC},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/ShiC0Z19,
title = {Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation.},
year = {2019},
booktitle = {CEC},
author = {{Shaolong Shi} and {Yifan Chen 001} and {Xin Yao 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/Watts0Z19,
title = {Blocky Net: A New NeuroEvolution Method.},
year = {2019},
booktitle = {CEC},
author = {{Thomas Watts} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/ZhangMZ19,
title = {Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling?},
year = {2019},
booktitle = {CEC},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cec/ZhangMZ19a,
title = {Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristics.},
year = {2019},
booktitle = {CEC},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/eurogp/LensenXZ19,
title = {Can Genetic Programming Do Manifold Learning Too?},
year = {2019},
booktitle = {EuroGP},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings}
}
@inproceedings{conf/evoW/AfzaliAXHZ19,
title = {Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection.},
year = {2019},
booktitle = {EvoApplications},
author = {{Shima Afzali} and {Harith Al-Sahaf} and {Bing Xue 001} and {Christopher Hollitt} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings}
}
@inproceedings{conf/evoW/AzariXZP19,
title = {GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm.},
year = {2019},
booktitle = {EvoApplications},
author = {{Samaneh Azari} and {Bing Xue 001} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings}
}
@inproceedings{conf/evoW/ZhangMZ19,
title = {A New Representation in Genetic Programming for Evolving Dispatching Rules for Dynamic Flexible Job Shop Scheduling.},
year = {2019},
booktitle = {EvoCOP},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings}
}
@inproceedings{conf/gecco/00020Z19,
title = {Differential evolution for instance based transfer learning in genetic programming for symbolic regression.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/ArdehMZ19,
title = {Genetic programming hyper-heuristic with knowledge transfer for uncertain capacitated arc routing problem.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/Bi0Z19,
title = {An automated ensemble learning framework using genetic programming for image classification.},
year = {2019},
booktitle = {GECCO},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/Evans0Z19,
title = {What's inside the black-box?: a genetic programming method for interpreting complex machine learning models.},
year = {2019},
booktitle = {GECCO},
author = {{Benjamin P. Evans} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/MullerA0Z19,
title = {Transfer learning: a building block selection mechanism in genetic programming for symbolic regression.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Brandon Muller} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/Nguyen0ZA19,
title = {Population-based ensemble classifier induction for domain adaptation.},
year = {2019},
booktitle = {GECCO},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Peter Andreae}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/NguyenBZ19,
title = {Improvement of code fragment fitness to guide feature construction in XCS.},
year = {2019},
booktitle = {GECCO},
author = {{Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/Pei0SZ19,
title = {Reuse of program trees in genetic programming with a new fitness function in high-dimensional unbalanced classification.},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/gecco/Tran0Z19,
title = {Adaptive multi-subswarm optimisation for feature selection on high-dimensional classification.},
year = {2019},
booktitle = {GECCO},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/WangMZ19,
title = {Novel ensemble genetic programming hyper-heuristics for uncertain capacitated arc routing problem.},
year = {2019},
booktitle = {GECCO},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/WangS0Z19,
title = {Evolving deep neural networks by multi-objective particle swarm optimization for image classification.},
year = {2019},
booktitle = {GECCO},
author = {{Bin Wang 044} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/gecco/ZhangMZ19,
title = {A two-stage genetic programming hyper-heuristic approach with feature selection for dynamic flexible job shop scheduling.},
year = {2019},
booktitle = {GECCO},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, Prague, Czech Republic, July 13-17, 2019}
}
@inproceedings{conf/ivcnz/Ain0AZ19,
title = {Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification.},
year = {2019},
booktitle = {IVCNZ},
author = {{Qurrat Ul Ain} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2019 International Conference on Image and Vision Computing New Zealand, IVCNZ 2019, Dunedin, New Zealand, December 2-4, 2019}
}
@inproceedings{conf/ivcnz/ONeill0Z19,
title = {The Evolution of Adjacency Matrices for Sparsity of Connection in DenseNets.},
year = {2019},
booktitle = {IVCNZ},
author = {{Damien O'Neill} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2019 International Conference on Image and Vision Computing New Zealand, IVCNZ 2019, Dunedin, New Zealand, December 2-4, 2019}
}
@inproceedings{conf/pricai/ArdehMZ19,
title = {A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing Problem.},
year = {2019},
booktitle = {PRICAI (1)},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part I}
}
@inproceedings{conf/pricai/Azari0ZP19,
title = {Improving the Results of De novo Peptide Identification via Tandem Mass Spectrometry Using a Genetic Programming-Based Scoring Function for Re-ranking Peptide-Spectrum Matches.},
year = {2019},
booktitle = {PRICAI (3)},
author = {{Samaneh Azari} and {Bing Xue 001} and {Mengjie Zhang 001} and {Lifeng Peng}},
publisher = {Springer},
booktitle = {PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part III}
}
@inproceedings{conf/pricai/WangS0Z19,
title = {A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks.},
year = {2019},
booktitle = {PRICAI (3)},
author = {{Bin Wang 044} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part III}
}
@inproceedings{conf/ssci/Al-HelaliCXZ19,
title = {A Genetic Programming-based Wrapper Imputation Method for Symbolic Regression with Incomplete Data.},
year = {2019},
booktitle = {SSCI},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@inproceedings{conf/ssci/KarunakaranMZ19,
title = {Multitasking Genetic Programming for Stochastic Team Orienteering Problem with Time Windows.},
year = {2019},
booktitle = {SSCI},
author = {{Deepak Karunakaran} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@inproceedings{conf/ssci/PeiXZS19,
title = {A Cost-sensitive Genetic Programming Approach for High-dimensional Unbalanced Classification.},
year = {2019},
booktitle = {SSCI},
author = {{Wenbin Pei} and {Bing Xue 001} and {Mengjie Zhang 001} and {Lin Shang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@inproceedings{conf/ssci/WangMPZ19,
title = {A Two-Stage Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem.},
year = {2019},
booktitle = {SSCI},
author = {{Shaolin Wang} and {Yi Mei 001} and {John Park} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@inproceedings{conf/ssci/WangMPZ19a,
title = {Evolving Ensembles of Routing Policies using Genetic Programming for Uncertain Capacitated Arc Routing Problem.},
year = {2019},
booktitle = {SSCI},
author = {{Shaolin Wang} and {Yi Mei 001} and {John Park} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, China, December 6-9, 2019}
}
@article{journals/corr/abs-1909-13030,
title = {Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification.},
year = {2019},
journal = {CoRR},
author = {{Benjamin Patrick Evans} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/ec/NguyenMXZ19,
title = {A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules.},
year = {2019},
journal = {Evol. Comput.},
author = {{Su Nguyen} and {Yi Mei 001} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/eswa/MirghasemiAZ19,
title = {Domain-independent severely noisy image segmentation via adaptive wavelet shrinkage using particle swarm optimization and fuzzy C-means.},
year = {2019},
journal = {Expert Syst. Appl.},
author = {{Saeed Mirghasemi} and {Peter Andreae} and {Mengjie Zhang 001}}
}
@article{journals/gpem/SantanaMZ19,
title = {GP-based methods for domain adaptation: using brain decoding across subjects as a test-case.},
year = {2019},
journal = {Genet. Program. Evolvable Mach.},
author = {{Roberto Santana 001} and {Luis Martí} and {Mengjie Zhang 001}}
}
@article{journals/nca/LiangZB19,
title = {Figure-ground image segmentation using feature-based multi-objective genetic programming techniques.},
year = {2019},
journal = {Neural Comput. Appl.},
author = {{Yuyu Liang} and {Mengjie Zhang 001} and {Will N. Browne}}
}
@article{journals/pr/TranXZ19,
title = {Genetic programming for multiple-feature construction on high-dimensional classification.},
year = {2019},
journal = {Pattern Recognit.},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/soco/FuZJ19,
title = {Bayesian genetic programming for edge detection.},
year = {2019},
journal = {Soft Comput.},
author = {{Wenlong Fu} and {Mengjie Zhang 001} and {Mark Johnston}}
}
@article{journals/soco/IqbalAXZ19,
title = {Genetic programming with transfer learning for texture image classification.},
year = {2019},
journal = {Soft Comput.},
author = {{Muhammad Iqbal 001} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ChenXZ19,
title = {Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ChenZX19,
title = {Structural Risk Minimization-Driven Genetic Programming for Enhancing Generalization in Symbolic Regression.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Qi Chen 002} and {Mengjie Zhang 001} and {Bing Xue 001}}
}
@article{journals/tec/SunXZY19,
title = {A New Two-Stage Evolutionary Algorithm for Many-Objective Optimization.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@article{journals/tec/TranXZ19,
title = {Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Binh Tran} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tkdd/XueXZ19,
title = {Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification.},
year = {2019},
journal = {ACM Trans. Knowl. Discov. Data},
author = {{Yu Xue 003} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tnn/SunXZY19,
title = {A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification.},
year = {2019},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@inproceedings{conf/ausai/Al-Helali00Z20,
title = {Genetic Programming-Based Selection of Imputation Methods in Symbolic Regression with Missing Values.},
year = {2020},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings}
}
@inproceedings{conf/ausai/Ardeh0Z20,
title = {A Parametric Framework for Genetic Programming with Transfer Learning for Uncertain Capacitated Arc Routing Problem.},
year = {2020},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings}
}
@inproceedings{conf/cec/Al-HelaliCXZ20,
title = {Genetic Programming with Noise Sensitivity for Imputation Predictor Selection in Symbolic Regression with Incomplete Data.},
year = {2020},
booktitle = {CEC},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/Al-HelaliCXZ20a,
title = {Multi-Tree Genetic Programming-based Transformation for Transfer Learning in Symbolic Regression with Highly Incomplete Data.},
year = {2020},
booktitle = {CEC},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/ArdehMZ20,
title = {Genetic Programming Hyper-Heuristics with Probabilistic Prototype Tree Knowledge Transfer for Uncertain Capacitated Arc Routing Problems.},
year = {2020},
booktitle = {CEC},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/BiXZ20,
title = {Genetic Programming-Based Feature Learning for Facial Expression Classification.},
year = {2020},
booktitle = {CEC},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/ChenXZZ20,
title = {Hybridising Particle Swarm optimisation with Differential Evolution for Feature Selection in Classification.},
year = {2020},
booktitle = {CEC},
author = {{Ke Chen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fengyu Zhou}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/CostaMZ20,
title = {Cluster-based Hyper-Heuristic for Large-Scale Vehicle Routing Problem.},
year = {2020},
booktitle = {CEC},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/DemirNXZ20,
title = {A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection.},
year = {2020},
booktitle = {CEC},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/EvansXZ20,
title = {An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML.},
year = {2020},
booktitle = {CEC},
author = {{Benjamin P. Evans} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/FanXZ20,
title = {A Region Adaptive Image Classification Approach Using Genetic Programming.},
year = {2020},
booktitle = {CEC},
author = {{Qinglan Fan} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/MasoodCMAZ20,
title = {A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling.},
year = {2020},
booktitle = {CEC},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/cec/PeiXSZ20,
title = {A Threshold-free Classification Mechanism in Genetic Programming for High-dimensional Unbalanced Classification.},
year = {2020},
booktitle = {CEC},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
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title = {A Multi-Objective Genetic Programming Hyper-Heuristic Approach to Uncertain Capacitated Arc Routing Problems.},
year = {2020},
booktitle = {CEC},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
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title = {Particle Swarm optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks.},
year = {2020},
booktitle = {CEC},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
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title = {Hessian Complexity Measure for Genetic Programming-Based Imputation Predictor Selection in Symbolic Regression with Incomplete Data.},
year = {2020},
booktitle = {EuroGP},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings}
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title = {Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling.},
year = {2020},
booktitle = {EuroGP},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings}
}
@inproceedings{conf/evoW/Zhang0NZ20,
title = {Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling.},
year = {2020},
booktitle = {EvoCOP},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 20th European Conference, EvoCOP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings}
}
@inproceedings{conf/gecco/00020Z20,
title = {Improving symbolic regression based on correlation between residuals and variables.},
year = {2020},
booktitle = {GECCO},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/AinA0Z20,
title = {A genetic programming approach to feature construction for ensemble learning in skin cancer detection.},
year = {2020},
booktitle = {GECCO},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Al-Helali00Z20,
title = {Multi-tree genetic programming for feature construction-based domain adaptation in symbolic regression with incomplete data.},
year = {2020},
booktitle = {GECCO},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/AndersenG0Z20,
title = {Evolving network structures for text classification using genetic algorithms.},
year = {2020},
booktitle = {GECCO Companion},
author = {{Hayden Andersen} and {Xiaoying Gao} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Bi0Z20,
title = {Automatically extracting features for face classification using multi-objective genetic programming.},
year = {2020},
booktitle = {GECCO Companion},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Evans0Z20,
title = {Improving generalisation of AutoML systems with dynamic fitness evaluations.},
year = {2020},
booktitle = {GECCO},
author = {{Benjamin P. Evans} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Jia0Z20,
title = {A memetic level-based learning swarm optimizer for large-scale water distribution network optimization.},
year = {2020},
booktitle = {GECCO},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/NguyenBZ20,
title = {Relatedness measures to aid the transfer of building blocks among multiple tasks.},
year = {2020},
booktitle = {GECCO},
author = {{Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/ONeill0Z20,
title = {Neural architecture search for sparse DenseNets with dynamic compression.},
year = {2020},
booktitle = {GECCO},
author = {{Damien O'Neill} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Pei0SZ20,
title = {A genetic programming method for classifier construction and cost learning in high-dimensional unbalanced classification.},
year = {2020},
booktitle = {GECCO Companion},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Raymond00Z20,
title = {Adaptive weighted splines: a new representation to genetic programming for symbolic regression.},
year = {2020},
booktitle = {GECCO},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/Xu0Z20,
title = {Segmented initialization and offspring modification in evolutionary algorithms for bi-objective feature selection.},
year = {2020},
booktitle = {GECCO},
author = {{Hang Xu 003} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Cancún Mexico, July 8-12, 2020}
}
@inproceedings{conf/gecco/ZhangMNZ20,
title = {A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming.},
year = {2020},
booktitle = {GECCO Companion},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020}
}
@inproceedings{conf/ijcnn/0002S0Z20,
title = {Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising.},
year = {2020},
booktitle = {IJCNN},
author = {{Yuqiao Liu 002} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/ijcnn/Peng0Z20,
title = {Effective Linear Policy Gradient Search through Primal-Dual Approximation.},
year = {2020},
booktitle = {IJCNN},
author = {{Yiming Peng} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@inproceedings{conf/ivcnz/YuanXZ20,
title = {A Graph-Based Approach to Automatic Convolutional Neural Network Construction for Image Classification.},
year = {2020},
booktitle = {IVCNZ},
author = {{Gonglin Yuan} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {35th International Conference on Image and Vision Computing New Zealand, IVCNZ 2020, Wellington, New Zealand, November 25-27, 2020}
}
@inproceedings{conf/ppsn/BiXZ20,
title = {Evolving Deep Forest with Automatic Feature Extraction for Image Classification Using Genetic Programming.},
year = {2020},
booktitle = {PPSN (1)},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I}
}
@inproceedings{conf/ssci/Al-HelaliCXZ20,
title = {GP-based Feature Selection and Weighted KNN-based Instance Selection for Symbolic Regression with Incomplete Data.},
year = {2020},
booktitle = {SSCI},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/Al-HelaliCXZ20a,
title = {Data Imputation for Symbolic Regression with Missing Values: A Comparative Study.},
year = {2020},
booktitle = {SSCI},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/AlbuquerqueNXZ20,
title = {A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance Selection.},
year = {2020},
booktitle = {SSCI},
author = {{Inti Mateus Resende Albuquerque} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/ArdehMZ20,
title = {Diversity-driven Knowledge Transfer for GPHH to Solve Uncertain Capacitated Arc Routing Problem.},
year = {2020},
booktitle = {SSCI},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/ArdehMZ20a,
title = {A GPHH with Surrogate-assisted Knowledge Transfer for Uncertain Capacitated Arc Routing Problem.},
year = {2020},
booktitle = {SSCI},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/CostaMZ20,
title = {Adaptive Search Space through Evolutionary Hyper-Heuristics for the Large-Scale Vehicle Routing Problem.},
year = {2020},
booktitle = {SSCI},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/McGhieXZ20,
title = {GPCNN: Evolving Convolutional Neural Networks using Genetic Programming.},
year = {2020},
booktitle = {SSCI},
author = {{Abigail McGhie} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@inproceedings{conf/ssci/WangMZ20,
title = {Towards Interpretable Routing Policy: A Two Stage Multi-Objective Genetic Programming Approach with Feature Selection for Uncertain Capacitated Arc Routing Problem.},
year = {2020},
booktitle = {SSCI},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@article{journals/air/HancerXZ20,
title = {A survey on feature selection approaches for clustering.},
year = {2020},
journal = {Artif. Intell. Rev.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/asc/CagnoniASXZ20,
title = {Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition.},
year = {2020},
journal = {Appl. Soft Comput.},
author = {{Stefano Cagnoni} and {Harith Al-Sahaf} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/Bi0Z20,
title = {An Effective Feature Learning Approach Using Genetic Programming With Image Descriptors for Image Classification [Research Frontier].},
year = {2020},
journal = {IEEE Comput. Intell. Mag.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/ZhangT20,
title = {Conference Report on 2019 IEEE Congress on Evolutionary Computation (IEEE CEC 2019) [Conference Reports].},
year = {2020},
journal = {IEEE Comput. Intell. Mag.},
author = {{Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/corr/abs-2001-09578,
title = {Genetic Programming for Evolving a Front of Interpretable Models for Data Visualisation.},
year = {2020},
journal = {CoRR},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2006-01415,
title = {A Layered Learning Approach to Scaling in Learning Classifier Systems for Boolean Problems.},
year = {2020},
journal = {CoRR},
author = {{Isidro M. Alvarez} and {Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2007-01556,
title = {Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification.},
year = {2020},
journal = {CoRR},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2008-10937,
title = {A Survey on Evolutionary Neural Architecture Search.},
year = {2020},
journal = {CoRR},
author = {{Yuqiao Liu 002} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@article{journals/ec/LensenXZ20,
title = {Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis.},
year = {2020},
journal = {Evol. Comput.},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/ec/LiuMZZ20,
title = {A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem.},
year = {2020},
journal = {Evol. Comput.},
author = {{Yuxin Liu 003} and {Yi Mei 001} and {Mengjie Zhang 001} and {Zili Zhang 001}}
}
@article{journals/ec/MacLachlanMBZ20,
title = {Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems.},
year = {2020},
journal = {Evol. Comput.},
author = {{Jordan MacLachlan} and {Yi Mei 001} and {Jürgen Branke} and {Mengjie Zhang 001}}
}
@article{journals/gpem/LensenZX20,
title = {Multi-objective genetic programming for manifold learning: balancing quality and dimensionality.},
year = {2020},
journal = {Genet. Program. Evolvable Mach.},
author = {{Andrew Lensen} and {Mengjie Zhang 001} and {Bing Xue 001}}
}
@article{journals/ijon/FletcherVZ20,
title = {A non-specialized ensemble classifier using multi-objective optimization.},
year = {2020},
journal = {Neurocomputing},
author = {{Sam Fletcher} and {Brijesh K. Verma} and {Mengjie Zhang 001}}
}
@article{journals/isci/LiXZ20,
title = {Multi-objective feature selection using hybridization of a genetic algorithm and direct multisearch for key quality characteristic selection.},
year = {2020},
journal = {Inf. Sci.},
author = {{An-Da Li} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/kbs/ChenXZZ20,
title = {Novel chaotic grouping particle swarm optimization with a dynamic regrouping strategy for solving numerical optimization tasks.},
year = {2020},
journal = {Knowl. Based Syst.},
author = {{Ke Chen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fengyu Zhou}}
}
@article{journals/soco/PeiXSZ20,
title = {Genetic programming for high-dimensional imbalanced classification with a new fitness function and program reuse mechanism.},
year = {2020},
journal = {Soft Comput.},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}}
}
@article{journals/swevo/NguyenXZ20,
title = {A survey on swarm intelligence approaches to feature selection in data mining.},
year = {2020},
journal = {Swarm Evol. Comput.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/SunXZYL20,
title = {Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen} and {Jiancheng Lv 001}}
}
@article{journals/tec/LinLXZG20,
title = {Multiobjective Multitasking Optimization Based on Incremental Learning.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{Jiabin Lin} and {Hai-Lin Liu 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fangqing Gu}}
}
@article{journals/tec/NguyenXAIZ20,
title = {Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Peter Andreae} and {Hisao Ishibuchi} and {Mengjie Zhang 001}}
}
@article{journals/tec/SunWXJYZ20,
title = {Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yanan Sun 001} and {Handing Wang} and {Bing Xue 001} and {Yaochu Jin} and {Gary G. Yen} and {Mengjie Zhang 001}}
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@article{journals/tec/SunXZY20,
title = {Evolving Deep Convolutional Neural Networks for Image Classification.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
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@article{journals/tetci/SilvaMMZ20,
title = {A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective.},
year = {2020},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Alexandre Sawczuk da Silva} and {Hui Ma 001} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tnn/SunXZY20,
title = {Completely Automated CNN Architecture Design Based on Blocks.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
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@incollection{series/ncs/Wang0020,
title = {Particle Swarm Optimization for Evolving Deep Convolutional Neural Networks for Image Classification: Single- and Multi-Objective Approaches.},
year = {2020},
booktitle = {Deep Neural Evolution},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Deep Neural Evolution - Deep Learning with Evolutionary Computation}
}
@book{books/sp/ZhangNMZ21,
title = {Genetic Programming for Production Scheduling - An Evolutionary Learning Approach, 3},
year = {2021},
isbn = {978-981-16-4858-8},
publisher = {Springer},
author = {{Fangfang Zhang 003} and {Su Nguyen} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@inproceedings{conf/cec/Al-Helali00021,
title = {GP with a Hybrid Tree-vector Representation for Instance Selection and Symbolic Regression on Incomplete Data.},
year = {2021},
booktitle = {CEC},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Ardeh0021,
title = {Surrogate-Assisted Genetic Programming with Diverse Transfer for the Uncertain Capacitated Arc Routing Problem.},
year = {2021},
booktitle = {CEC},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Costa0021,
title = {Learning Initialisation Heuristic for Large Scale Vehicle Routing Problem with Genetic Programming.},
year = {2021},
booktitle = {CEC},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/CostaM021,
title = {An Evolutionary Hyper-Heuristic Approach to the Large Scale Vehicle Routing Problem.},
year = {2021},
booktitle = {CEC},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/DemirN0021,
title = {Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation.},
year = {2021},
booktitle = {CEC},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/GhoshX021,
title = {Binary Differential Evolution based Feature Selection Method with Mutual Information for Imbalanced Classification Problems.},
year = {2021},
booktitle = {CEC},
author = {{Arka Ghosh 001} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Huang0S021,
title = {A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design.},
year = {2021},
booktitle = {CEC},
author = {{Junhao Huang} and {Bing Xue 001} and {Yanan Sun 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Li0021,
title = {A Forward Search Inspired Particle Swarm Optimization Algorithm for Feature Selection in Classification.},
year = {2021},
booktitle = {CEC},
author = {{An-Da Li} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/MandalAV021,
title = {Deep Learning Model with GA-based Visual Feature Selection and Context Integration.},
year = {2021},
booktitle = {CEC},
author = {{Ranju Mandal} and {Basim Azam} and {Brijesh K. Verma} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Masood0021,
title = {Feature Selection for Evolving Many-Objective Job Shop Scheduling Dispatching Rules with Genetic Programming.},
year = {2021},
booktitle = {CEC},
author = {{Atiya Masood} and {Gang Chen 002} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/NguyenB021,
title = {Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions.},
year = {2021},
booktitle = {CEC},
author = {{Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/RobinsonC0KFGO021,
title = {Genetic Algorithm for Feature and Latent Variable Selection for Nutrient Assessment in Horticultural Products.},
year = {2021},
booktitle = {CEC},
author = {{Demelza Robinson} and {Qi Chen 002} and {Bing Xue 001} and {Daniel Killeen} and {Sara Fraser-Miller} and {Keith C. Gordon} and {Indrawati Oey} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/RobinsonC0WPHCH21,
title = {Particle Swarm Optimisation for Analysing Time-Dependent Photoluminescence Data.},
year = {2021},
booktitle = {CEC},
author = {{Demelza Robinson} and {Qi Chen 002} and {Bing Xue 001} and {Isabella Wagner} and {Michael Price} and {Paul Hume} and {Kai Chen} and {Justin Hodgkiss} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Wang0021,
title = {A Multi-Objective Genetic Programming Approach with Self-Adaptive α Dominance to Uncertain Capacitated Arc Routing Problem.},
year = {2021},
booktitle = {CEC},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Wang00L21,
title = {A Grid-dominance based Multi-objective Algorithm for Feature Selection in Classification.},
year = {2021},
booktitle = {CEC},
author = {{Peng Wang 102} and {Bing Xue 001} and {Mengjie Zhang 001} and {Jing J. Liang}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/XuZM021,
title = {Genetic Programming with Archive for Dynamic Flexible Job Shop Scheduling.},
year = {2021},
booktitle = {CEC},
author = {{Meng Xu 008} and {Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/YanB0021,
title = {Automatically Extracting Features Using Genetic Programming for Low-Quality Fish Image Classification.},
year = {2021},
booktitle = {CEC},
author = {{Zichu Yan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Yang0J021,
title = {Genetic Programming for Symbolic Regression: A Study on Fish Weight Prediction.},
year = {2021},
booktitle = {CEC},
author = {{Yunhan Yang} and {Bing Xue 001} and {Linley Jesson} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/cec/Yang0M0H21,
title = {Budget and SLA Aware Dynamic Workflow Scheduling in Cloud Computing with Heterogeneous Resources.},
year = {2021},
booktitle = {CEC},
author = {{Yifan Yang} and {Gang Chen 002} and {Hui Ma 001} and {Mengjie Zhang 001} and {Victoria Huang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021}
}
@inproceedings{conf/evoW/WangXLZ21,
title = {Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification.},
year = {2021},
booktitle = {EvoApplications},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing Liang 005} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings}
}
@inproceedings{conf/gecco/Ardeh0021,
title = {A novel multi-task genetic programming approach to uncertain capacitated Arc routing problem.},
year = {2021},
booktitle = {GECCO},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/DemirN0021,
title = {Sparsity-based evolutionary multi-objective feature selection for multi-label classification.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/FanB0021,
title = {Genetic programming with a new representation and a new mutation operator for image classification.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Qinglan Fan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/Pei0S021,
title = {Genetic programming for borderline instance detection in high-dimensional unbalanced classification.},
year = {2021},
booktitle = {GECCO},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/Raymond00021,
title = {Multi-objective genetic programming for symbolic regression with the adaptive weighted splines representation.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/Wang0021,
title = {Two-stage multi-objective genetic programming with archive for uncertain capacitated arc routing problem.},
year = {2021},
booktitle = {GECCO},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/WangP0021,
title = {Evolving local interpretable model-agnostic explanations for deep neural networks in image classification.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Bin Wang 044} and {Wenbin Pei} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/WangXZ21,
title = {A transfer learning based evolutionary deep learning framework to evolve convolutional neural networks.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/gecco/ZhangC21a,
title = {Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition.},
year = {2021},
booktitle = {GECCO Companion},
author = {{Mengjie Zhang 001} and {Stefano Cagnoni}},
publisher = {ACM},
booktitle = {GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021.}
}
@inproceedings{conf/incdm/DemirNXZ21,
title = {Multi-objective Feature Selection with a Sparsity-based Objective Function and Gradient Local Search for Multi-label Classification.},
year = {2021},
booktitle = {ICDM (Workshops)},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2021 International Conference on Data Mining, ICDM 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/incdm/NguyenXZ21,
title = {Automated and Efficient Sparsity-based Feature Selection via a Dual-component Vector.},
year = {2021},
booktitle = {ICDM (Workshops)},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {2021 International Conference on Data Mining, ICDM 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021}
}
@inproceedings{conf/ivcnz/BuchananBXVCPBZ21,
title = {Deep Convolutional Neural Networks for Detecting Dolphin Echolocation Clicks.},
year = {2021},
booktitle = {IVCNZ},
author = {{Caleb Buchanan} and {Ying Bi} and {Bing Xue 001} and {Ross Vennell} and {Simon Childerhouse} and {Matthew K. Pine} and {Dana Briscoe} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {36th International Conference on Image and Vision Computing New Zealand, IVCNZ 2021, Tauranga, New Zealand, December 9-10, 2021}
}
@inproceedings{conf/ivcnz/YangXJWZW21,
title = {Deep Convolutional Neural Networks for Fish Weight Prediction from Images.},
year = {2021},
booktitle = {IVCNZ},
author = {{Yunhan Yang} and {Bing Xue 001} and {Linley Jesson} and {Matthew Wylie} and {Mengjie Zhang 001} and {Maren Wellenreuther}},
publisher = {IEEE},
booktitle = {36th International Conference on Image and Vision Computing New Zealand, IVCNZ 2021, Tauranga, New Zealand, December 9-10, 2021}
}
@inproceedings{conf/pricai/YuanXZ21,
title = {A Two-Stage Efficient Evolutionary Neural Architecture Search Method for Image Classification.},
year = {2021},
booktitle = {PRICAI (1)},
author = {{Gonglin Yuan} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2021: Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part I}
}
@inproceedings{conf/ssci/CostaMZ21,
title = {Learning Penalisation Criterion of Guided Local Search for Large Scale Vehicle Routing Problem.},
year = {2021},
booktitle = {SSCI},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@inproceedings{conf/ssci/CurrieMZWJ21,
title = {An Investigation on Multi-Objective Fish Breeding Program Design.},
year = {2021},
booktitle = {SSCI},
author = {{Fergus Currie} and {Yi Mei 001} and {Mengjie Zhang 001} and {Maren Wellenreuther} and {Linley Jesson}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@inproceedings{conf/ssci/HuangMZ21,
title = {Investigation of Linear Genetic Programming for Dynamic Job Shop Scheduling.},
year = {2021},
booktitle = {SSCI},
author = {{Zhixing Huang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@inproceedings{conf/ssci/McLeayMBBXVZ21,
title = {Deep Convolutional Neural Networks with Transfer Learning for Waterline Detection in Mussel Farms.},
year = {2021},
booktitle = {SSCI},
author = {{Alistair John McLeay} and {Abigail McGhie} and {Dana Briscoe} and {Ying Bi} and {Bing Xue 001} and {Ross Vennell} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@inproceedings{conf/ssci/WangMZ21,
title = {An Improved Multi-Objective Genetic Programming Hyper-Heuristic with Archive for Uncertain Capacitated Arc Routing Problem.},
year = {2021},
booktitle = {SSCI},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021}
}
@article{journals/asc/BiXZ21,
title = {Multi-objective genetic programming for feature learning in face recognition.},
year = {2021},
journal = {Appl. Soft Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/asc/FuXGZ21,
title = {Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features.},
year = {2021},
journal = {Appl. Soft Comput.},
author = {{Wenlong Fu} and {Bing Xue 001} and {Xiaoying Gao} and {Mengjie Zhang 001}}
}
@article{journals/asc/LiXZ21,
title = {Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies.},
year = {2021},
journal = {Appl. Soft Comput.},
author = {{An-Da Li} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/asc/PeiXSZ21,
title = {Genetic programming for development of cost-sensitive classifiers for binary high-dimensional unbalanced classification.},
year = {2021},
journal = {Appl. Soft Comput.},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/PeiXSZ21,
title = {Developing Interval-Based Cost-Sensitive Classifiers by Genetic Programming for Binary High-Dimensional Unbalanced Classification [Research Frontier].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/PengBXZW21,
title = {Multi-View Feature Construction Using Genetic Programming for Rolling Bearing Fault Diagnosis [Application Notes].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Bo Peng} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001} and {Shuting Wan}}
}
@article{journals/cim/SunZY21,
title = {Evolutionary Neural Architecture Search and Applications [Guest Editorial].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yanan Sun 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@article{journals/ec/Al-SahafAXZ21,
title = {Automatically Evolving Texture Image Descriptors Using the Multitree Representation in Genetic Programming Using Few Instances.},
year = {2021},
journal = {Evol. Comput.},
author = {{Harith Al-Sahaf} and {Ausama Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/ec/XuMWJZ21,
title = {Genetic Programming with Delayed Routing for Multiobjective Dynamic Flexible Job Shop Scheduling.},
year = {2021},
journal = {Evol. Comput.},
author = {{Binzi Xu} and {Yi Mei 001} and {Yan Wang 049} and {Zhicheng Ji} and {Mengjie Zhang 001}}
}
@article{journals/eswa/MoghaddamAXHZ21,
title = {An automatic feature construction method for salient object detection: A genetic programming approach.},
year = {2021},
journal = {Expert Syst. Appl.},
author = {{Shima Afzali Vahed Moghaddam} and {Harith Al-Sahaf} and {Bing Xue 001} and {Christopher Hollitt} and {Mengjie Zhang 001}}
}
@article{journals/kbs/FuXGZ21,
title = {Output-based transfer learning in genetic programming for document classification.},
year = {2021},
journal = {Knowl. Based Syst.},
author = {{Wenlong Fu} and {Bing Xue 001} and {Xiaoying Gao} and {Mengjie Zhang 001}}
}
@article{journals/soco/Al-Helali00021,
title = {A new imputation method based on genetic programming and weighted KNN for symbolic regression with incomplete data.},
year = {2021},
journal = {Soft Comput.},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/BiXZ21,
title = {Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/LensenXZ21,
title = {Genetic Programming for Evolving a Front of Interpretable Models for Data Visualization.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenXAZ21,
title = {A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Peter Andreae} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenXAZ21a,
title = {A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Peter Andreae} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenZAT21,
title = {People-Centric Evolutionary System for Dynamic Production Scheduling.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Su Nguyen} and {Mengjie Zhang 001} and {Damminda Alahakoon} and {Kay Chen Tan}}
}
@article{journals/tcyb/PengWBXZ21,
title = {Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Bo Peng} and {Shuting Wan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/ZhangMNZ21,
title = {Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}}
}
@article{journals/tec/Al-HelaliCXZ21,
title = {Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Baligh Al-Helali} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/BiXZ21,
title = {Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/BiXZ21a,
title = {A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ChenSZP21,
title = {Evolving Deep Convolutional Variational Autoencoders for Image Classification.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Xiangru Chen} and {Yanan Sun 001} and {Mengjie Zhang 001} and {Dezhong Peng}}
}
@article{journals/tec/ChenXZ21,
title = {Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/NguyenTZT21,
title = {A Genetic Programming Approach for Evolving Variable Selectors in Constraint Programming.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Su Nguyen} and {Dhananjay Raghavan Thiruvady} and {Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/tec/ONeillXZ21,
title = {Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Damien O'Neill} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/Xu0021,
title = {A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Hang Xu 003} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ZhangMNZ21,
title = {Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}}
}
@article{journals/tec/ZhangMNZT21,
title = {Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/tetci/AinAXZ21,
title = {Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection.},
year = {2021},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tsc/TanMMZ21,
title = {Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem.},
year = {2021},
journal = {IEEE Trans. Serv. Comput.},
author = {{Boxiong Tan} and {Hui Ma 001} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@incollection{series/ncs/0001A021,
title = {Knowledge Transfer in Genetic Programming Hyper-heuristics.},
year = {2021},
booktitle = {Automated Design of Machine Learning and Search Algorithms},
author = {{Yi Mei 001} and {Mazhar Ansari Ardeh} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Automated Design of Machine Learning and Search Algorithms}
}
@inproceedings{conf/ausai/FanBXZ22,
title = {Evolving Effective Ensembles for Image Classification Using Multi-objective Multi-tree Genetic Programming.},
year = {2022},
booktitle = {AI},
author = {{Qinglan Fan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings}
}
@inproceedings{conf/ausai/HuangXSZ22,
title = {EDE-NAS: An Eclectic Differential Evolution Approach to Single-Path Neural Architecture Search.},
year = {2022},
booktitle = {AI},
author = {{Junhao Huang} and {Bing Xue 001} and {Yanan Sun 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings}
}
@inproceedings{conf/ausai/JiaoXZ22,
title = {Handling Different Preferences Between Objectives for Multi-objective Feature Selection in Classification.},
year = {2022},
booktitle = {AI},
author = {{Ruwang Jiao} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings}
}
@inproceedings{conf/ausai/WangXLZ22,
title = {Niching-Assisted Genetic Programming for Finding Multiple High-Quality Classifiers.},
year = {2022},
booktitle = {AI},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing J. Liang} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings}
}
@inproceedings{conf/ausai/WoodNXZK22,
title = {Automated Fish Classification Using Unprocessed Fatty Acid Chromatographic Data: A Machine Learning Approach.},
year = {2022},
booktitle = {AI},
author = {{Jesse Wood} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Daniel Killeen}},
publisher = {Springer},
booktitle = {AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings}
}
@inproceedings{conf/cec/MacLachlanMZZ22,
title = {Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching.},
year = {2022},
booktitle = {CEC},
author = {{Jordan MacLachlan} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/MasoodCMAZ22,
title = {Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling.},
year = {2022},
booktitle = {CEC},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/XuMZZ22,
title = {Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling.},
year = {2022},
booktitle = {CEC},
author = {{Meng Xu 008} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/XuZMZ22,
title = {Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling.},
year = {2022},
booktitle = {CEC},
author = {{Meng Xu 008} and {Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/ZhangMNZ22,
title = {Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling.},
year = {2022},
booktitle = {CEC},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/eurogp/HuangZMZ22,
title = {An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling.},
year = {2022},
booktitle = {EuroGP},
author = {{Zhixing Huang} and {Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 25th European Conference, EuroGP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings}
}
@inproceedings{conf/eurogp/RaymondCXZ22,
title = {Multi-objective Genetic Programming with the Adaptive Weighted Splines Representation for Symbolic Regression.},
year = {2022},
booktitle = {EuroGP},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 25th European Conference, EuroGP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings}
}
@inproceedings{conf/evoW/PandaMZ22,
title = {Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling.},
year = {2022},
booktitle = {EvoCOP},
author = {{Sai Panda} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Combinatorial Optimization - 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings}
}
@inproceedings{conf/evoW/RobinsonCXKGZ22,
title = {A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment.},
year = {2022},
booktitle = {EvoApplications},
author = {{Demelza Robinson} and {Qi Chen 002} and {Bing Xue 001} and {Daniel Killeen} and {Keith C. Gordon} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings}
}
@inproceedings{conf/gecco/CostaMZ22,
title = {Guided local search with an adaptive neighbourhood size heuristic for large scale vehicle routing problems.},
year = {2022},
booktitle = {GECCO},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/DemirN0022,
title = {Particle swarm optimisation for sparsity-based feature selection in multi-label classification.},
year = {2022},
booktitle = {GECCO Companion},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/DurasevicJ022,
title = {Introduction to automated design of scheduling heuristics with genetic programming.},
year = {2022},
booktitle = {GECCO Companion},
author = {{Marko Durasevic} and {Domagoj Jakobovic} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/Huang00022,
title = {Graph-based linear genetic programming: a case study of dynamic scheduling.},
year = {2022},
booktitle = {GECCO},
author = {{Zhixing Huang} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/LinC0022,
title = {Multi-task optimisation for multi-objective feature selection in classification.},
year = {2022},
booktitle = {GECCO Companion},
author = {{Jiabin Lin} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/Wang0022,
title = {Local ranking explanation for genetic programming evolved routing policies for uncertain capacitated Arc routing problems.},
year = {2022},
booktitle = {GECCO},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/gecco/Xu00022,
title = {Genetic programming with diverse partner selection for dynamic flexible job shop scheduling.},
year = {2022},
booktitle = {GECCO Companion},
author = {{Meng Xu 008} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022}
}
@inproceedings{conf/icdm/AinXAZ22,
title = {A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification.},
year = {2022},
booktitle = {ICDM (Workshops)},
author = {{Qurrat Ul Ain} and {Bing Xue 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining Workshops, ICDM 2022 - Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022}
}
@inproceedings{conf/icsoc/YangCMZ22,
title = {Dual-Tree Genetic Programming for Deadline-Constrained Dynamic Workflow Scheduling in Cloud.},
year = {2022},
booktitle = {ICSOC},
author = {{Yifan Yang} and {Gang Chen 002} and {Hui Ma 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Service-Oriented Computing - 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings}
}
@inproceedings{conf/ivcnz/FuXZS22,
title = {Evolving U-Nets Using Genetic Programming for Tree Crown Segmentation.},
year = {2022},
booktitle = {IVCNZ},
author = {{Wenlong Fu} and {Bing Xue 001} and {Mengjie Zhang 001} and {Jan Schindler}},
publisher = {Springer},
booktitle = {Image and Vision Computing - 37th International Conference, IVCNZ 2022, Auckland, New Zealand, November 24-25, 2022, Revised Selected Papers}
}
@inproceedings{conf/ppsn/ZhangMNZ22,
title = {Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.},
year = {2022},
booktitle = {PPSN (2)},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Dortmund, Germany, September 10-14, 2022, Proceedings, Part II}
}
@inproceedings{conf/ssci/HuangMZZ22,
title = {A Further Investigation to Improve Linear Genetic Programming in Dynamic Job Shop Scheduling.},
year = {2022},
booktitle = {SSCI},
author = {{Zhixing Huang} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@inproceedings{conf/ssci/MandalAVZ22,
title = {Genetic Algorithms for Optimising Context-based Neural Networks for Image Segmentation.},
year = {2022},
booktitle = {SSCI},
author = {{Ranju Mandal} and {Basim Azam} and {Brijesh K. Verma} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@inproceedings{conf/ssci/StanleyLZ22,
title = {Using Neural Networks to Automate Monitoring of Fish Stocks.},
year = {2022},
booktitle = {SSCI},
author = {{Michael Stanley} and {Andrew Lensen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@inproceedings{conf/ssci/XuBXSMZ22,
title = {Automatically Designing U-Nets Using A Genetic Algorithm for Tree Image Segmentation.},
year = {2022},
booktitle = {SSCI},
author = {{Binke Xu} and {Ying Bi} and {Bing Xue 001} and {Jan Schindler} and {Brent Martin} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@inproceedings{conf/ssci/ZhangMNZ22,
title = {Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling.},
year = {2022},
booktitle = {SSCI},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@article{journals/algorithms/PengBXZW22,
title = {A Survey on Fault Diagnosis of Rolling Bearings.},
year = {2022},
journal = {Algorithms},
author = {{Bo Peng} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001} and {Shuting Wan}}
}
@article{journals/asc/ChenWXZ22,
title = {Feature fusion and kernel selective in Inception-v4 network.},
year = {2022},
journal = {Appl. Soft Comput.},
author = {{Feng Chen} and {Jiangshu Wei} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/asc/FanBXZ22,
title = {Genetic programming for feature extraction and construction in image classification.},
year = {2022},
journal = {Appl. Soft Comput.},
author = {{Qinglan Fan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/cbm/AliCCZ22,
title = {In vivo computation with sensor fusion and search acceleration for smart tumor homing.},
year = {2022},
journal = {Comput. Biol. Medicine},
author = {{Muhammad Ali 013} and {Yifan Chen 001} and {Michael J. Cree} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2204-06189,
title = {Deep Learning Model with GA based Feature Selection and Context Integration.},
year = {2022},
journal = {CoRR},
author = {{Ranju Mandal} and {Basim Azam} and {Brijesh K. Verma} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2207-00987,
title = {Architecture Augmentation for Performance Predictor Based on Graph Isomorphism.},
year = {2022},
journal = {CoRR},
author = {{Xiangning Xie} and {Yuqiao Liu 002} and {Yanan Sun 001} and {Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/corr/abs-2209-13233,
title = {Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification.},
year = {2022},
journal = {CoRR},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2211-15143,
title = {Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations.},
year = {2022},
journal = {CoRR},
author = {{Bin Wang 044} and {Wenbin Pei} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2212-03942,
title = {An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks.},
year = {2022},
journal = {CoRR},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/ec/Pei00022,
title = {High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection.},
year = {2022},
journal = {Evol. Comput.},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}}
}
@article{journals/eswa/AinAXZ22,
title = {Genetic programming for automatic skin cancer image classification.},
year = {2022},
journal = {Expert Syst. Appl.},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/gpem/TrujilloHLZ22,
title = {Editorial Introduction.},
year = {2022},
journal = {Genet. Program. Evolvable Mach.},
author = {{Leonardo Trujillo} and {Ting Hu 001} and {Nuno Lourenço 002} and {Mengjie Zhang 001}}
}
@article{journals/isci/BiXZ22,
title = {Using a small number of training instances in genetic programming for face image classification.},
year = {2022},
journal = {Inf. Sci.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/kbs/Hancer0022,
title = {Fuzzy filter cost-sensitive feature selection with differential evolution.},
year = {2022},
journal = {Knowl. Based Syst.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/remotesensing/LuBXHZWYW22,
title = {Genetic Programming for High-Level Feature Learning in Crop Classification.},
year = {2022},
journal = {Remote. Sens.},
author = {{Miao Lu} and {Ying Bi} and {Bing Xue 001} and {Qiong Hu 002} and {Mengjie Zhang 001} and {Yanbing Wei} and {Peng Yang 005} and {Wenbin Wu}}
}
@article{journals/remotesensing/WenLBZXZZW22,
title = {An Object-Based Genetic Programming Approach for Cropland Field Extraction.},
year = {2022},
journal = {Remote. Sens.},
author = {{Caiyun Wen} and {Miao Lu} and {Ying Bi} and {Shengnan Zhang} and {Bing Xue 001} and {Mengjie Zhang 001} and {Qingbo Zhou} and {Wenbin Wu}}
}
@article{journals/tai/SunYXZL22,
title = {ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures.},
year = {2022},
journal = {IEEE Trans. Artif. Intell.},
author = {{Yanan Sun 001} and {Gary G. Yen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Jiancheng Lv 001}}
}
@article{journals/tcc/TanMMZ22,
title = {A Cooperative Coevolution Genetic Programming Hyper-Heuristics Approach for On-Line Resource Allocation in Container-Based Clouds.},
year = {2022},
journal = {IEEE Trans. Cloud Comput.},
author = {{Boxiong Tan} and {Hui Ma 001} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/BiXZ22,
title = {Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/Chen00Z22,
title = {An Evolutionary Multitasking-Based Feature Selection Method for High-Dimensional Classification.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Ke Chen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fengyu Zhou}}
}
@article{journals/tcyb/ChenXZ22,
title = {Genetic Programming for Instance Transfer Learning in Symbolic Regression.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/ChenXZ22a,
title = {Rademacher Complexity for Enhancing the Generalization of Genetic Programming for Symbolic Regression.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/JiaMZ22,
title = {Contribution-Based Cooperative Co-Evolution for Nonseparable Large-Scale Problems With Overlapping Subcomponents.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/JiaMZ22a,
title = {A Bilevel Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/NguyenTZA22,
title = {Automated Design of Multipass Heuristics for Resource-Constrained Job Scheduling With Self-Competitive Genetic Programming.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Su Nguyen} and {Dhananjay R. Thiruvady} and {Mengjie Zhang 001} and {Damminda Alahakoon}}
}
@article{journals/tcyb/ZhangMNTZ22,
title = {Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Kay Chen Tan} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/ZhangMNZ22,
title = {Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}}
}
@article{journals/tec/ArdehMZ22,
title = {Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/BiXZ22,
title = {Learning and Sharing: A Multitask Genetic Programming Approach to Image Feature Learning.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/BiXZ22a,
title = {Dual-Tree Genetic Programming for Few-Shot Image Classification.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ChenXZZ22,
title = {Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ke Chen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fengyu Zhou}}
}
@article{journals/tec/ChenXZZ22a,
title = {Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ke Chen} and {Bing Xue 001} and {Mengjie Zhang 001} and {Fengyu Zhou}}
}
@article{journals/tec/GuptaOJZ22,
title = {Guest Editorial Special Issue on Multitask Evolutionary Computation.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Kenneth A. De Jong} and {Mengjie Zhang 001}}
}
@article{journals/tec/JiaMZ22,
title = {Confidence-Based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem With Comparison of Different Encoding Schemes.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/JiaoXZ22,
title = {Investigating the Correlation Amongst the Objective and Constraints in Gaussian Process-Assisted Highly Constrained Expensive Optimization.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ruwang Jiao} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/LensenXZ22,
title = {Genetic Programming for Manifold Learning: Preserving Local Topology.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/WangMZY22,
title = {Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001} and {Xin Yao 001}}
}
@article{journals/tec/XieLSYXZ22,
title = {BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Xiangning Xie} and {Yuqiao Liu 002} and {Yanan Sun 001} and {Gary G. Yen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tnn/WangXZ22,
title = {Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Bin Wang 044} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@inproceedings{conf/acivs/RogersDFMFXZD23,
title = {Genetic Programming with Convolutional Operators for Albatross Nest Detection from Satellite Imaging.},
year = {2023},
booktitle = {ACIVS},
author = {{Mitchell Rogers} and {Igor Debski} and {Johannes Fischer} and {Peter McComb} and {Peter Frost} and {Bing Xue 001} and {Mengjie Zhang 001} and {Patrice Delmas}},
publisher = {Springer},
booktitle = {Advanced Concepts for Intelligent Vision Systems - 21st International Conference, ACIVS 2023 Kumamoto, Japan, August 21-23, 2023 Proceedings}
}
@inproceedings{conf/ausai/MasoodCMAZ23,
title = {Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling.},
year = {2023},
booktitle = {AI (2)},
author = {{Atiya Masood} and {Gang Chen 002} and {Yi Mei 001} and {Harith Al-Sahaf} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II}
}
@inproceedings{conf/ausai/RimasCZ23,
title = {Bloating Reduction in Symbolic Regression Through Function Frequency-Based Tree Substitution in Genetic Programming.},
year = {2023},
booktitle = {AI (2)},
author = {{Mohamad Rimas} and {Qi Chen 002} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II}
}
@inproceedings{conf/ausai/XuMZZ23,
title = {A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling.},
year = {2023},
booktitle = {AI (2)},
author = {{Meng Xu 008} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {AI 2023: Advances in Artificial Intelligence - 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28 - December 1, 2023, Proceedings, Part II}
}
@inproceedings{conf/eurogp/ZhangCTXBZ23,
title = {MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning.},
year = {2023},
booktitle = {EuroGP},
author = {{Hengzhe Zhang} and {Qi Chen 002} and {Alberto Tonda} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings}
}
@inproceedings{conf/evoapps/LinCXZ13,
title = {AMTEA-Based Multi-task Optimisation for Multi-objective Feature Selection in Classification.},
year = {2023},
booktitle = {EvoApplications@EvoStar},
author = {{Jiabin Lin} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {Applications of Evolutionary Computation - 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings}
}
@inproceedings{conf/gecco/AinA0023,
title = {A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection.},
year = {2023},
booktitle = {GECCO Companion},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Chen0B023,
title = {Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling.},
year = {2023},
booktitle = {GECCO},
author = {{Qi Chen 002} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Costa0023,
title = {Learning to Select Initialisation Heuristic for Vehicle Routing Problems.},
year = {2023},
booktitle = {GECCO},
author = {{João Guilherme Cavalcanti Costa} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/DemirN0023,
title = {Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO.},
year = {2023},
booktitle = {GECCO},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Huang00023,
title = {Grammar-guided Linear Genetic Programming for Dynamic Job Shop Scheduling.},
year = {2023},
booktitle = {GECCO},
author = {{Zhixing Huang} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Huang00023a,
title = {Multi-Objective Evolutionary Search of Compact Convolutional Neural Networks with Training-Free Estimation.},
year = {2023},
booktitle = {GECCO Companion},
author = {{Junhao Huang} and {Bing Xue 001} and {Yanan Sun 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/MacLachlan000S23,
title = {Learning Emergency Medical Dispatch Policies Via Genetic Programming.},
year = {2023},
booktitle = {GECCO},
author = {{Jordan MacLachlan} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001} and {Jessica Signal}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/RaymondC0023,
title = {Fast and Efficient Local-Search for Genetic Programming Based Loss Function Learning.},
year = {2023},
booktitle = {GECCO},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Xu00023,
title = {Multi-Objective Genetic Programming based on Decomposition on Evolving Scheduling Heuristics for Dynamic Scheduling.},
year = {2023},
booktitle = {GECCO Companion},
author = {{Meng Xu 008} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Yuan0023,
title = {An Effective One-Shot Neural Architecture Search Method with Supernet Fine-Tuning for Image Classification.},
year = {2023},
booktitle = {GECCO},
author = {{Gonglin Yuan} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/ZhangC0B023,
title = {A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression.},
year = {2023},
booktitle = {GECCO},
author = {{Hengzhe Zhang} and {Qi Chen 002} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/ZhangMZ23,
title = {An Investigation of Terminal Settings on Multitask Multi-objective Dynamic Flexible Job Shop Scheduling with Genetic Programming.},
year = {2023},
booktitle = {GECCO Companion},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/ZhangZC0023,
title = {Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press].},
year = {2023},
booktitle = {GECCO Companion},
author = {{Hengzhe Zhang} and {Aimin Zhou} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO 2023, Companion Volume, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/gecco/Zhu0ZC023,
title = {Sample-Aware Surrogate-Assisted Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.},
year = {2023},
booktitle = {GECCO},
author = {{Luyao Zhu} and {Fangfang Zhang 003} and {Xiaodong Zhu} and {Ke Chen} and {Mengjie Zhang 001}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, July 15-19, 2023}
}
@inproceedings{conf/inns-dlia/KnoxXZ23,
title = {Convolutional Neural Networks with Mask Shift Loss for Improving Building Outlines Detection.},
year = {2023},
booktitle = {INNS DLIA@IJCNN},
author = {{David Knox} and {Bing Xue 001} and {Mengjie Zhang 001}},
publisher = {Elsevier},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023}
}
@inproceedings{conf/ivcnz/KnoxXZC23,
title = {Measuring Ground Cover in Long Term Hill Country Photography using Weakly Supervised Convolutional Neural Networks.},
year = {2023},
booktitle = {IVCNZ},
author = {{David Knox} and {Bing Xue 001} and {Mengjie Zhang 001} and {Jeromy Cuff}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/McMillanZXVZ23,
title = {Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation.},
year = {2023},
booktitle = {IVCNZ},
author = {{Carl McMillan} and {Junhong Zhao} and {Bing Xue 001} and {Ross Vennell} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/OKeeffeXZHL23,
title = {Real-Time Instance Segmentation Techniques using Neural Networks for the Assessment of Green-Lipped Mussels.},
year = {2023},
booktitle = {IVCNZ},
author = {{Hamish O'Keeffe} and {Bing Xue 001} and {Mengjie Zhang 001} and {Nicola Hawes} and {Cris Lovell-Smith}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/SunXZS23,
title = {An Improved Mask R-CNN for Instance Segmentation of Tree Crowns in Aerial Imagery.},
year = {2023},
booktitle = {IVCNZ},
author = {{Ziyi Sun} and {Bing Xue 001} and {Mengjie Zhang 001} and {Jan Schindler}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/ZengBLXVZ23,
title = {A New Genetic Programming-Based Approach to Object Detection in Mussel Farm Images.},
year = {2023},
booktitle = {IVCNZ},
author = {{Dylon Zeng} and {Ying Bi} and {Ivy Liu} and {Bing Xue 001} and {Ross Vennell} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/ZhaoMXVZ23,
title = {Buoy Detection under Extreme Low-light Illumination for Intelligent Mussel Farming.},
year = {2023},
booktitle = {IVCNZ},
author = {{Junhong Zhao} and {Carl McMillan} and {Bing Xue 001} and {Ross Vennell} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/ivcnz/ZhaoXVZ23,
title = {Large-Scale Mussel Farm Reconstruction with GPS Auxiliary.},
year = {2023},
booktitle = {IVCNZ},
author = {{Junhong Zhao} and {Bing Xue 001} and {Ross Vennell} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {38th International Conference on Image and Vision Computing New Zealand, IVCNZ 2023, Palmerston North, New Zealand, November 29-30, 2023}
}
@inproceedings{conf/pricai/ZhangCXBZ23,
title = {Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction.},
year = {2023},
booktitle = {PRICAI (2)},
author = {{Hengzhe Zhang} and {Qi Chen 002} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}},
publisher = {Springer},
booktitle = {PRICAI 2023: Trends in Artificial Intelligence - 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023, Jakarta, Indonesia, November 15-19, 2023, Proceedings, Part II}
}
@inproceedings{conf/ssci/AzamVZ23,
title = {Context-Adaptive Deep Learning for Efficient Image Parsing in Remote Sensing: An Automated Parameter Selection Approach.},
year = {2023},
booktitle = {SSCI},
author = {{Basim Azam} and {Brijesh K. Verma} and {Mengjie Zhang 001}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2023, Mexico City, Mexico, December 5-8, 2023}
}
@article{journals/corr/abs-2301-13247,
title = {Online Loss Function Learning.},
year = {2023},
journal = {CoRR},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2304-08915,
title = {Differentiable Genetic Programming for High-dimensional Symbolic Regression.},
year = {2023},
journal = {CoRR},
author = {{Peng Zeng} and {Xiaotian Song} and {Andrew Lensen} and {Yuwei Ou} and {Yanan Sun 001} and {Mengjie Zhang 001} and {Jiancheng Lv 001}}
}
@article{journals/tcyb/00030N023,
title = {Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/BiXZ23,
title = {Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/Jiao0023,
title = {A Multiform Optimization Framework for Constrained Multiobjective Optimization.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Ruwang Jiao} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/Wang00023,
title = {Multiobjective Differential Evolution for Feature Selection in Classification.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing Liang 005} and {Mengjie Zhang 001}}
}
@article{journals/tec/00010L0023,
title = {Explainable Artificial Intelligence by Genetic Programming: A Survey.},
year = {2023},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yi Mei 001} and {Qi Chen 002} and {Andrew Lensen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/FanB0023,
title = {Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse.},
year = {2023},
journal = {IEEE Trans. Evol. Comput.},
author = {{Qinglan Fan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/NguyenB023,
title = {ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems.},
year = {2023},
journal = {IEEE Trans. Evol. Comput.},
author = {{Trung B. Nguyen} and {Will N. Browne} and {Mengjie Zhang 001}}
}
@article{journals/tec/Pei00023,
title = {Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming.},
year = {2023},
journal = {IEEE Trans. Evol. Comput.},
author = {{Wenbin Pei} and {Bing Xue 001} and {Lin Shang 001} and {Mengjie Zhang 001}}
}
@article{journals/tsc/XuMZZXZZ23,
title = {Genetic Programming for Dynamic Workflow Scheduling in Fog Computing.},
year = {2023},
journal = {IEEE Trans. Serv. Comput.},
author = {{Meng Xu 008} and {Yi Mei 001} and {Shiqiang Zhu} and {Beibei Zhang} and {Tian Xiang} and {Fangfang Zhang 003} and {Mengjie Zhang 001}}
}
@article{journals/tec/BiXMCZ23,
title = {A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends.},
year = {2023},
month = {February},
journal = {IEEE Trans. Evol. Comput.},
author = {{Ying Bi} and {Bing Xue 001} and {Pablo Mesejo} and {Stefano Cagnoni} and {Mengjie Zhang 001}}
}
@article{journals/tnn/LiuSXZYT23,
title = {A Survey on Evolutionary Neural Architecture Search.},
year = {2023},
month = {February},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yuqiao Liu 002} and {Yanan Sun 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Gary G. Yen} and {Kay Chen Tan}}
}
@article{journals/tcyb/JiaMZ23,
title = {A Two-Stage Swarm Optimizer With Local Search for Water Distribution Network Optimization.},
year = {2023},
month = {March},
journal = {IEEE Trans. Cybern.},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ArdehMZY23,
title = {Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem.},
year = {2023},
month = {April},
journal = {IEEE Trans. Evol. Comput.},
author = {{Mazhar Ansari Ardeh} and {Yi Mei 001} and {Mengjie Zhang 001} and {Xin Yao 001}}
}
@article{journals/tec/WangXLZ23,
title = {Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach.},
year = {2023},
month = {April},
journal = {IEEE Trans. Evol. Comput.},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing J. Liang} and {Mengjie Zhang 001}}
}
@article{journals/isci/WangXLZ23,
title = {Feature Selection Using Diversity-Based Multi-objective Binary Differential Evolution.},
year = {2023},
month = {May},
journal = {Inf. Sci.},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing Liang 005} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/AinAXZ23,
title = {Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming.},
year = {2023},
month = {May},
journal = {IEEE Trans. Cybern.},
author = {{Qurrat Ul Ain} and {Harith Al-Sahaf} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/BiXZ23a,
title = {Multitask Feature Learning as Multiobjective Optimization: A New Genetic Programming Approach to Image Classification.},
year = {2023},
month = {May},
journal = {IEEE Trans. Cybern.},
author = {{Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/JiaMZ23a,
title = {Learning Heuristics With Different Representations for Stochastic Routing.},
year = {2023},
month = {May},
journal = {IEEE Trans. Cybern.},
author = {{Ya-Hui Jia} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/pr/WangXLZ23,
title = {Feature clustering-Assisted feature selection with differential evolution.},
year = {2023},
month = {August},
journal = {Pattern Recognit.},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing J. Liang} and {Mengjie Zhang 001}}
}
@article{journals/tnn/LiSYZ23,
title = {Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints.},
year = {2023},
month = {August},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Siyi Li} and {Yanan Sun 001} and {Gary G. Yen} and {Mengjie Zhang 001}}
}
@article{journals/isci/LiXZ23,
title = {Multi-objective particle swarm optimization for key quality feature selection in complex manufacturing processes.},
year = {2023},
month = {September},
journal = {Inf. Sci.},
author = {{An-Da Li} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcsv/YuFHPGYZZZ23,
title = {Toward Realistic 3D Human Motion Prediction With a Spatio-Temporal Cross- Transformer Approach.},
year = {2023},
month = {October},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Hua Yu} and {Xuanzhe Fan} and {Yaqing Hou} and {Wenbin Pei} and {Hongwei Ge} and {Xin Yang 011} and {Dongsheng Zhou} and {Qiang Zhang 008} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/WangXLZ23,
title = {Differential Evolution With Duplication Analysis for Feature Selection in Classification.},
year = {2023},
month = {October},
journal = {IEEE Trans. Cybern.},
author = {{Peng Wang 102} and {Bing Xue 001} and {Jing Liang 005} and {Mengjie Zhang 001}}
}
@article{journals/tec/HuangXSZY23,
title = {Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification.},
year = {2023},
month = {October},
journal = {IEEE Trans. Evol. Comput.},
author = {{Junhao Huang} and {Bing Xue 001} and {Yanan Sun 001} and {Mengjie Zhang 001} and {Gary G. Yen}}
}
@article{journals/tec/ZhangMNTZ23,
title = {Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling.},
year = {2023},
month = {October},
journal = {IEEE Trans. Evol. Comput.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Kay Chen Tan} and {Mengjie Zhang 001}}
}
@article{journals/tnn/YangCDTXZ23,
title = {Contrastive Learning Assisted-Alignment for Partial Domain Adaptation.},
year = {2023},
month = {October},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Cuie Yang} and {Yiu-Ming Cheung} and {Jinliang Ding} and {Kay Chen Tan} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/ZhangCXBZ23,
title = {MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained].},
year = {2023},
month = {November},
journal = {IEEE Comput. Intell. Mag.},
author = {{Hengzhe Zhang} and {Qi Chen 002} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}}
}
@article{journals/kbs/HancerXZ23,
title = {An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios.},
year = {2023},
month = {November},
journal = {Knowl. Based Syst.},
author = {{Emrah Hancer} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/pami/RaymondCXZ23,
title = {Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning.},
year = {2023},
month = {November},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Christian Raymond} and {Qi Chen 002} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/JiaoXZ23,
title = {Benefiting From Single-Objective Feature Selection to Multiobjective Feature Selection: A Multiform Approach.},
year = {2023},
month = {December},
journal = {IEEE Trans. Cybern.},
author = {{Ruwang Jiao} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/WangMZ23,
title = {A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem.},
year = {2023},
month = {December},
journal = {IEEE Trans. Evol. Comput.},
author = {{Shaolin Wang} and {Yi Mei 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ZhangMNTZ23a,
title = {Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.},
year = {2023},
month = {December},
journal = {IEEE Trans. Evol. Comput.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Kay Chen Tan} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2402-00324,
title = {A Consistent Lebesgue Measure for Multi-label Learning.},
year = {2024},
journal = {CoRR},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/corr/abs-2402-00459,
title = {Genetic-based Constraint Programming for Resource Constrained Job Scheduling.},
year = {2024},
journal = {CoRR},
author = {{Su Nguyen} and {Dhananjay R. Thiruvady} and {Yuan Sun 003} and {Mengjie Zhang 001}}
}
@article{journals/tgrs/LiuSXCZ24,
title = {Hyperspectral Real-Time Local Anomaly Detection Based on Finite Markov via Line-by-Line Processing.},
year = {2024},
journal = {IEEE Trans. Geosci. Remote. Sens.},
author = {{Shihui Liu} and {Meiping Song} and {Bing Xue 001} and {Chein-I Chang} and {Mengjie Zhang 001}}
}
@article{journals/asc/AlSahafMBZ24,
title = {Evolutionary deep learning for computer vision and image processing.},
year = {2024},
month = {January},
journal = {Appl. Soft Comput.},
author = {{Harith Al-Sahaf} and {Pablo Mesejo} and {Ying Bi} and {Mengjie Zhang 001}}
}
@article{journals/kbs/FanBXZ24,
title = {A genetic programming-based method for image classification with small training data.},
year = {2024},
month = {January},
journal = {Knowl. Based Syst.},
author = {{Qinglan Fan} and {Ying Bi} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/cim/DemirNXZ24,
title = {Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection.},
year = {2024},
month = {February},
journal = {IEEE Comput. Intell. Mag.},
author = {{Kaan Demir} and {Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/csur/LiMYXZJ24,
title = {Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues.},
year = {2024},
month = {February},
journal = {ACM Comput. Surv.},
author = {{Nan Li} and {Lianbo Ma} and {Guo Yu 001} and {Bing Xue 001} and {Mengjie Zhang 001} and {Yaochu Jin}}
}
@article{journals/tcyb/FuXGZ24,
title = {Genetic Programming for Document Classification: A Transductive Transfer Learning System.},
year = {2024},
month = {February},
journal = {IEEE Trans. Cybern.},
author = {{Wenlong Fu} and {Bing Xue 001} and {Xiaoying Gao} and {Mengjie Zhang 001}}
}
@article{journals/tec/NguyenXZ24,
title = {A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection.},
year = {2024},
month = {February},
journal = {IEEE Trans. Evol. Comput.},
author = {{Bach Hoai Nguyen} and {Bing Xue 001} and {Mengjie Zhang 001}}
}
@article{journals/tec/ZhangMNZ24,
title = {Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling.},
year = {2024},
month = {February},
journal = {IEEE Trans. Evol. Comput.},
author = {{Fangfang Zhang 003} and {Yi Mei 001} and {Su Nguyen} and {Mengjie Zhang 001}}
}
@article{journals/tcyb/XieSLZT24,
title = {Architecture Augmentation for Performance Predictor via Graph Isomorphism.},
year = {2024},
month = {March},
journal = {IEEE Trans. Cybern.},
author = {{Xiangning Xie} and {Yanan Sun 001} and {Yuqiao Liu 002} and {Mengjie Zhang 001} and {Kay Chen Tan}}
}
@article{journals/gpem/HuangMZZB24,
title = {Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling.},
year = {2024},
month = {June},
journal = {Genet. Program. Evolvable Mach.},
author = {{Zhixing Huang} and {Yi Mei 001} and {Fangfang Zhang 003} and {Mengjie Zhang 001} and {Wolfgang Banzhaf}}
}
@article{journals/gpem/ZhangCXBZ24,
title = {A geometric semantic macro-crossover operator for evolutionary feature construction in regression.},
year = {2024},
month = {June},
journal = {Genet. Program. Evolvable Mach.},
author = {{Hengzhe Zhang} and {Qi Chen 002} and {Bing Xue 001} and {Wolfgang Banzhaf} and {Mengjie Zhang 001}}
}