% csauthors.net - beta - BibTeX bibliography of Yew-Soon Ong
@phdthesis{phd/ethos/Ong02,
title = {Artificial intelligence technologies in complex engineering design.},
year = {2002},
author = {{Yew-Soon Ong}}
}
@inproceedings{conf/cec/0001LO03,
title = {A parallel hybrid GA for combinatorial optimization using grid technology.},
year = {2003},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, Canberra, Australia, December 8-12, 2003}
}
@inproceedings{conf/cec/OngLN0Z03,
title = {Global convergence of unconstrained and bound constrained surrogate-assisted evolutionary search in aerodynamic shape design.},
year = {2003},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yew-Soon Ong} and {Kai Yew Lum} and {Prasanth B. Nair} and {Daming Shi 001} and {Z. K. Zhang}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, Canberra, Australia, December 8-12, 2003}
}
@inproceedings{conf/gcc/HoOC03,
title = {"Gridifying" Aerodynamic Design Problem Using GridRPC.},
year = {2003},
booktitle = {GCC (1)},
author = {{Quoc-Thuan Ho} and {Yew-Soon Ong} and {Wentong Cai 001}},
publisher = {Springer},
booktitle = {Grid and Cooperative Computing, Second International Workshop, GCC 2003, Shanghai, China, December 7-10, 2003, Revised Papers, Part I}
}
@inproceedings{conf/smc/ShiOT03,
title = {Handwritten Chinese character recognition using kernel active handwriting model.},
year = {2003},
booktitle = {SMC},
author = {{Daming Shi 001} and {Yew-Soon Ong} and {Eng Chong Tan}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: Washington, D.C., USA, 5-8 October 2003}
}
@inproceedings{conf/apbc/NgZO04,
title = {Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data.},
year = {2004},
booktitle = {APBC},
author = {{See-Kiong Ng} and {Zexuan Zhu} and {Yew-Soon Ong}},
publisher = {Australian Computer Society},
booktitle = {Second Asia-Pacific Bioinformatics Conference (APBC 2004), January 18-22, 2004, Dunedin, New Zealand}
}
@inproceedings{conf/cec/ZhouON04,
title = {Hierarchical surrogate-assisted evolutionary optimization framework.},
year = {2004},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Zongzhao Zhou} and {Yew-Soon Ong} and {Prasanth B. Nair}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2004, 19-23 June 2004, Portland, OR, USA}
}
@inproceedings{conf/icarcv/SongONKCL04,
title = {A service-oriented approach for aerodynamic shape optimisation across institutional boundaries.},
year = {2004},
booktitle = {ICARCV},
author = {{Wenbin Song} and {Yew-Soon Ong} and {Hee-Khiang Ng} and {Andy J. Keane} and {Simon J. Cox} and {Bu-Sung Lee}},
publisher = {IEEE},
booktitle = {8th International Conference on Control, Automation, Robotics and Vision, ICARCV 2004, Kunming, China, 6-9 December 2004, Proceedings}
}
@inproceedings{conf/icarcv/TangLOE04,
title = {Study of migration topology in island model parallel hybrid-GA for large scale quadratic assignment problems.},
year = {2004},
booktitle = {ICARCV},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Meng Joo Er}},
publisher = {IEEE},
booktitle = {8th International Conference on Control, Automation, Robotics and Vision, ICARCV 2004, Kunming, China, 6-9 December 2004, Proceedings}
}
@inproceedings{conf/pdcat/HoOCNL04,
title = {GAD Kit - A Toolkit for "Gridifying" Applications.},
year = {2004},
booktitle = {PDCAT},
author = {{Quoc-Thuan Ho} and {Yew-Soon Ong} and {Wentong Cai 001} and {Hee-Khiang Ng} and {Bu-Sung Lee}},
publisher = {Springer},
booktitle = {Parallel and Distributed Computing: Applications and Technologies, 5th International Conference, PDCAT 2004, Singapore, December 8-10, 2004, Proceedings}
}
@article{journals/ajiips/ZhuOWS04,
title = {Using Memetic Algorithms for Fuzzy Modelling.},
year = {2004},
journal = {Aust. J. Intell. Inf. Process. Syst.},
author = {{Ning Zhu} and {Yew-Soon Ong} and {Kok Wai Wong} and {Kiam Tian Seow}}
}
@article{journals/tec/OngK04,
title = {Meta-Lamarckian learning in memetic algorithms.},
year = {2004},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yew-Soon Ong} and {Andy J. Keane}}
}
@inproceedings{conf/ccgrid/HoCO05,
title = {Design and implementation of an efficient multi-cluster GridRPC system.},
year = {2005},
booktitle = {CCGRID},
author = {{Quoc-Thuan Ho} and {Wentong Cai 001} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 9-12 May, 2005, Cardiff, UK}
}
@inproceedings{conf/cec/ZhouONL05,
title = {A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary algorithm.},
year = {2005},
booktitle = {Congress on Evolutionary Computation},
author = {{Zongzhao Zhou} and {Yew-Soon Ong} and {My Hanh Nguyen} and {Dudy Lim}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK}
}
@inproceedings{conf/cimca/WongFOG05,
title = {Reservoir Characterization Using Support Vector Machines.},
year = {2005},
booktitle = {CIMCA/IAWTIC},
author = {{Kok Wai Wong} and {Chun Che Fung} and {Yew-Soon Ong} and {Tamás D. Gedeon}},
publisher = {IEEE Computer Society},
booktitle = {2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2005), 28-30 November 2005, Vienna, Austria}
}
@inproceedings{conf/egc/NgOHL05,
title = {Grid Enabled Optimization.},
year = {2005},
booktitle = {EGC},
author = {{Hee-Khiang Ng} and {Yew-Soon Ong} and {Terence Hung} and {Bu-Sung Lee}},
publisher = {Springer},
booktitle = {Advances in Grid Computing - EGC 2005, European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005, Revised Selected Papers}
}
@inproceedings{conf/gecco/LimOL05,
title = {Inverse multi-objective robust evolutionary design optimization in the presence of uncertainty.},
year = {2005},
booktitle = {GECCO Workshops},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Bu-Sung Lee}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005}
}
@inproceedings{conf/gecco/TangLOE05,
title = {Solving large scale combinatorial optimization using PMA-SLS.},
year = {2005},
booktitle = {GECCO},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Meng Joo Er}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005}
}
@inproceedings{conf/icnc/NgLOLFPS05,
title = {A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization.},
year = {2005},
booktitle = {ICNC (2)},
author = {{Hee-Khiang Ng} and {Dudy Lim} and {Yew-Soon Ong} and {Bu-Sung Lee} and {Lars Freund} and {Shuja Parvez} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II}
}
@inproceedings{conf/ccgrid/LeeTZSZAA06,
title = {Analysis of Jobs in a Multi-Organizational Grid Test-bed.},
year = {2006},
booktitle = {CCGRID},
author = {{Bu-Sung Lee} and {Ming Tang} and {Junwei Zhang} and {Yew-Soon Ong} and {Cindy Zheng} and {Peter W. Arzberger} and {David Abramson 001}},
publisher = {IEEE Computer Society},
booktitle = {Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 16-19 May 2006, Singapore}
}
@inproceedings{conf/cec/LimOJS06,
title = {Trusted Evolutionary Algorithm.},
year = {2006},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff}},
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/OngZL06,
title = {Curse and Blessing of Uncertainty in Evolutionary Algorithm Using Approximation.},
year = {2006},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yew-Soon Ong} and {Zongzhao Zhou} and {Dudy Lim}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Evolutionary Computation, CEC 2006, part of WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/gecco/TangLO06,
title = {Adaptation for parallel memetic algorithm based on population entropy.},
year = {2006},
booktitle = {GECCO},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006}
}
@inproceedings{conf/gecco/XuLOT06,
title = {A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem.},
year = {2006},
booktitle = {GECCO},
author = {{Yiliang Xu} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Jing Tang 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006}
}
@inproceedings{conf/icarcv/ChaudhariOT06,
title = {Computational Capabilities of Soft-Computing Frameworks: An Overview.},
year = {2006},
booktitle = {ICARCV},
author = {{Narendra S. Chaudhari} and {Yew-Soon Ong} and {V. Trivedi}},
publisher = {IEEE},
booktitle = {Ninth International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, 5-8 December 2006, Proceedings}
}
@inproceedings{conf/isnn/HandokoKSZB06,
title = {Extreme Learning Machine for Predicting HLA-Peptide Binding.},
year = {2006},
booktitle = {ISNN (2)},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong} and {Guanglan Zhang} and {Vladimir Brusic}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III}
}
@article{journals/gpem/LimOJSL06,
title = {Inverse multi-objective robust evolutionary design.},
year = {2006},
journal = {Genet. Program. Evolvable Mach.},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff} and {Bu-Sung Lee}}
}
@article{journals/gpem/YangOJ06,
title = {Editorial to special issue on evolutionary computation in dynamic and uncertain environments.},
year = {2006},
journal = {Genet. Program. Evolvable Mach.},
author = {{Shengxiang Yang} and {Yew-Soon Ong} and {Yaochu Jin}}
}
@article{journals/lgrs/YeuLHAO06,
title = {A new machine learning paradigm for terrain reconstruction.},
year = {2006},
journal = {IEEE Geosci. Remote. Sens. Lett.},
author = {{Chee-Wee Thomas Yeu} and {Meng-Hiot Lim} and {Guang-Bin Huang} and {Amit Agarwal 006} and {Yew-Soon Ong}}
}
@article{journals/tec/OngNL06,
title = {Max-min surrogate-assisted evolutionary algorithm for robust design.},
year = {2006},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yew-Soon Ong} and {Prasanth B. Nair} and {Kai Yew Lum}}
}
@article{journals/tfs/CaoLLON06,
title = {A context switchable fuzzy inference chip.},
year = {2006},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Qi Cao 002} and {Meng-Hiot Lim} and {Ju Hui Li} and {Yew-Soon Ong} and {Willie Ng}}
}
@article{journals/tsmc/OngLZW06,
title = {Classification of adaptive memetic algorithms: a comparative study.},
year = {2006},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Yew-Soon Ong} and {Meng-Hiot Lim} and {Ning Zhu} and {Kok Wai Wong}}
}
@inproceedings{conf/ccgrid/SalahuddinHSSOLY07,
title = {Grid-based PSE for Engineering of Materials (GPEM).},
year = {2007},
booktitle = {CCGRID},
author = {{Mohamed Salahuddin} and {Terence Hung} and {Harold Soh} and {Endang Sulaiman} and {Yew-Soon Ong} and {Bu-Sung Lee} and {Ren Yunxia}},
publisher = {IEEE Computer Society},
booktitle = {Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 14-17 May 2007, Rio de Janeiro, Brazil}
}
@inproceedings{conf/cec/GohTCO07,
title = {Noise-induced features in robust multi-objective optimization problems.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Chi Keong Goh} and {Kay Chen Tan} and {Chun Yew Cheong} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cec/NguyenOK07,
title = {A study on the design issues of Memetic Algorithm.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Quang Huy Nguyen 001} and {Yew-Soon Ong} and {Natalio Krasnogor}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cec/TangLOS07,
title = {Hierarchical model parallel memetic algorithm in heterogeneous computing environment.},
year = {2007},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {L. Q. Song}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore}
}
@inproceedings{conf/cimcdm/SohOSHL07,
title = {Playing in the Objective Space: Coupled Approximators for Multi-Objective Optimization.},
year = {2007},
booktitle = {MCDM},
author = {{Harold Soh} and {Yew-Soon Ong} and {Mohamed Salahuddin} and {Terence Hung} and {Bu-Sung Lee}},
publisher = {IEEE},
booktitle = {IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, MCDM 2007, Honolulu, Hawaii, USA, April 1-5, 2007}
}
@inproceedings{conf/gecco/LimOJS07,
title = {A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation.},
year = {2007},
booktitle = {GECCO},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007}
}
@inproceedings{conf/isnn/ZhuO07,
title = {Memetic Algorithms for Feature Selection on Microarray Data.},
year = {2007},
booktitle = {ISNN (1)},
author = {{Zexuan Zhu} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I}
}
@article{journals/fgcs/LimOJSL07,
title = {Efficient Hierarchical Parallel Genetic Algorithms using Grid computing.},
year = {2007},
journal = {Future Gener. Comput. Syst.},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff} and {Bu-Sung Lee}}
}
@article{journals/pr/ZhuOD07,
title = {Markov blanket-embedded genetic algorithm for gene selection.},
year = {2007},
journal = {Pattern Recognit.},
author = {{Zexuan Zhu} and {Yew-Soon Ong} and {Manoranjan Dash}}
}
@article{journals/soco/TangLO07,
title = {Diversity-adaptive parallel memetic algorithm for solving large scale combinatorial optimization problems.},
year = {2007},
journal = {Soft Comput.},
author = {{Jing Tang 001} and {Meng-Hiot Lim} and {Yew-Soon Ong}}
}
@article{journals/soco/ZhouOLL07,
title = {Memetic algorithm using multi-surrogates for computationally expensive optimization problems.},
year = {2007},
journal = {Soft Comput.},
author = {{Zongzhao Zhou} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Bu-Sung Lee}}
}
@article{journals/tcbb/NeriTCO07,
title = {An Adaptive Multimeme Algorithm for Designing HIV Multidrug Therapies.},
year = {2007},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Ferrante Neri} and {Jari Toivanen} and {Giuseppe Leonardo Cascella} and {Yew-Soon Ong}}
}
@article{journals/tsmc/OngKI07,
title = {Special Issue on Memetic Algorithms.},
year = {2007},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Yew-Soon Ong} and {Natalio Krasnogor} and {Hisao Ishibuchi}}
}
@article{journals/tsmc/ZhouSNKL07,
title = {Combining Global and Local Surrogate Models to Accelerate Evolutionary Optimization.},
year = {2007},
journal = {IEEE Trans. Syst. Man Cybern. Part C},
author = {{Zongzhao Zhou} and {Yew-Soon Ong} and {Prasanth B. Nair} and {Andy J. Keane} and {Kai Yew Lum}}
}
@article{journals/tsmc/ZhuOD07,
title = {Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework.},
year = {2007},
journal = {IEEE Trans. Syst. Man Cybern. Part B},
author = {{Zexuan Zhu} and {Yew-Soon Ong} and {Manoranjan Dash}}
}
@incollection{series/sci/LiLOC07,
title = {Evolvable Fuzzy Scheduling Scheme for Multiple-ChannelPacket Switching Network.},
year = {2007},
booktitle = {Evolutionary Scheduling},
author = {{Ju Hui Li} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Qi Cao 002}},
publisher = {Springer},
booktitle = {Evolutionary Scheduling}
}
@incollection{series/sci/LimOLJ07,
title = {Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty.},
year = {2007},
booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Yaochu Jin}},
publisher = {Springer},
booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}
}
@inproceedings{conf/cec/GohOTT08,
title = {An investigation on evolutionary gradient search for multi-objective optimization.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Chi Keong Goh} and {Yew-Soon Ong} and {Kay Chen Tan} and {Eu Jin Teoh}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/HandokoKOL08,
title = {A study on constrained MA using GA and SQP: Analytical vs. finite-difference gradients.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong} and {Meng-Hiot Lim}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/LiOLG08,
title = {Memetic Gradient Search.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Boyang Li 001} and {Yew-Soon Ong} and {Minh Nghia Le} and {Chi Keong Goh}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/cec/XuLO08,
title = {Automatic configuration of metaheuristic algorithms for complex combinatorial optimization problems.},
year = {2008},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Yiliang Xu} and {Meng-Hiot Lim} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China}
}
@inproceedings{conf/gecco/LeON08,
title = {Optinformatics for schema analysis of binary genetic algorithms.},
year = {2008},
booktitle = {GECCO},
author = {{Minh Nghia Le} and {Yew-Soon Ong} and {Quang Huy Nguyen 001}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008}
}
@inproceedings{conf/gecco/NguyenOL08,
title = {Non-genetic transmission of memes by diffusion.},
year = {2008},
booktitle = {GECCO},
author = {{Quang Huy Nguyen 001} and {Yew-Soon Ong} and {Meng-Hiot Lim}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008}
}
@inproceedings{conf/icai/DoCO08,
title = {A Multi-Objective Memetic Algorithm Based Clustering Method.},
year = {2008},
booktitle = {IC-AI},
author = {{Anh-Duc Do} and {Siu-Yeung Cho} and {Yew-Soon Ong}},
publisher = {CSREA Press},
booktitle = {Proceedings of the 2008 International Conference on Artificial Intelligence, ICAI 2008, July 14-17, 2008, Las Vegas, Nevada, USA, 2 Volumes (includes the 2008 International Conference on Machine Learning; Models, Technologies and Applications)}
}
@inproceedings{conf/icic/LeO08,
title = {A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms.},
year = {2008},
booktitle = {ICIC (2)},
author = {{Minh Nghia Le} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings}
}
@inproceedings{conf/icic/LimOJS08,
title = {Evolutionary Optimization with Dynamic Fidelity Computational Models.},
year = {2008},
booktitle = {ICIC (2)},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff}},
publisher = {Springer},
booktitle = {Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings}
}
@inproceedings{conf/ijcnn/RongHO08,
title = {Extreme learning machine for multi-categories classification applications.},
year = {2008},
booktitle = {IJCNN},
author = {{Hai-Jun Rong} and {Guang-Bin Huang} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008}
}
@inproceedings{conf/smc/HandokoKO08,
title = {Using classification for constrained memetic algorithm: A new paradigm.},
year = {2008},
booktitle = {SMC},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Singapore, 12-15 October 2008}
}
@article{journals/coap/OngLN08,
title = {Hybrid evolutionary algorithm with Hermite radial basis function interpolants for computationally expensive adjoint solvers.},
year = {2008},
journal = {Comput. Optim. Appl.},
author = {{Yew-Soon Ong} and {Kai Yew Lum} and {Prasanth B. Nair}}
}
@article{journals/ijon/RongOTZ08,
title = {A fast pruned-extreme learning machine for classification problem.},
year = {2008},
journal = {Neurocomputing},
author = {{Hai-Jun Rong} and {Yew-Soon Ong} and {Ah-Hwee Tan} and {Zexuan Zhu}}
}
@article{journals/soco/LimOLCA08,
title = {Hybrid ant colony algorithms for path planning in sparse graphs.},
year = {2008},
journal = {Soft Comput.},
author = {{Kwee Kim Lim} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Xianshun Chen} and {Amit Agarwal 006}}
}
@article{journals/tsmc/SeowSOS08,
title = {A BDI Assignment Protocol With New Cooperative-Concession Strategies.},
year = {2008},
journal = {IEEE Trans. Syst. Man Cybern. Part A},
author = {{Kiam Tian Seow} and {Kwang Mong Sim} and {Yew-Soon Ong} and {E. P. Sulaiman}}
}
@inproceedings{conf/ausai/HandokoKO09,
title = {Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems.},
year = {2009},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings}
}
@inproceedings{conf/cira/EllabaanOLK09,
title = {Finding multiple first order saddle points using a valley adaptive clearing genetic algorithm.},
year = {2009},
booktitle = {CIRA},
author = {{Mostafa Mostafa Hashim Ellabaan} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Jer-Lai Kuo}},
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/isda/EllabaanO09,
title = {Valley-Adaptive Clearing Scheme for Multimodal Optimization Evolutionary Search.},
year = {2009},
booktitle = {ISDA},
author = {{Mostafa Mostafa Hashim Ellabaan} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009}
}
@article{journals/ec/NguyenOLK09,
title = {Adaptive Cellular Memetic Algorithms.},
year = {2009},
journal = {Evol. Comput.},
author = {{Quang Huy Nguyen 001} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Natalio Krasnogor}}
}
@article{journals/memetic/LeOJS09,
title = {Lamarckian memetic algorithms: local optimum and connectivity structure analysis.},
year = {2009},
journal = {Memetic Comput.},
author = {{Minh Nghia Le} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff}}
}
@article{journals/memetic/LimGKO09,
title = {Editorial to the first issue.},
year = {2009},
journal = {Memetic Comput.},
author = {{Meng-Hiot Lim} and {Steven M. Gustafson} and {Natalio Krasnogor} and {Yew-Soon Ong}}
}
@article{journals/memetic/MeuthLOW09,
title = {A proposition on memes and meta-memes in computing for higher-order learning.},
year = {2009},
journal = {Memetic Comput.},
author = {{Ryan J. Meuth} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Donald C. Wunsch}}
}
@article{journals/soco/OngLNI09,
title = {Special issue on emerging trends in soft computing: memetic algorithms.},
year = {2009},
journal = {Soft Comput.},
author = {{Yew-Soon Ong} and {Meng-Hiot Lim} and {Ferrante Neri} and {Hisao Ishibuchi}}
}
@article{journals/tec/0001OL09,
title = {A Probabilistic Memetic Framework.},
year = {2009},
journal = {IEEE Trans. Evol. Comput.},
author = {{Quang Huy Nguyen 001} and {Yew-Soon Ong} and {Meng-Hiot Lim}}
}
@inproceedings{conf/bibm/HandokoS0O10,
title = {Structural analysis of (TCR - )HLA/peptide complexes: An initial study.},
year = {2010},
booktitle = {BIBM Workshops},
author = {{Stephanus Daniel Handoko} and {Chinh Tran To Su} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010, Hong Kong, December 18, 2010}
}
@inproceedings{conf/bibm/TjhiLHOTRB10,
title = {Clustering-based methodology with minimal user supervision for displaying cell-phenotype signatures in image-based screening.},
year = {2010},
booktitle = {BIBM Workshops},
author = {{William-Chandra Tjhi} and {Gary Kee Khoon Lee} and {Terence Hung} and {Yew-Soon Ong} and {Ivor Wai-Hung Tsang} and {Victor Racine} and {Frédéric Bard}},
publisher = {IEEE},
booktitle = {2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010, Hong Kong, December 18, 2010}
}
@inproceedings{conf/cec/FengONT10,
title = {Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Quang Huy Nguyen 001} and {Ah-Hwee Tan}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cec/LimOSI10,
title = {Classifier-assisted constrained evolutionary optimization for automated geometry selection of orthodontic retraction spring.},
year = {2010},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Rachman Setiawan} and {Muhammad Idris}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010}
}
@inproceedings{conf/cw/ChuaKJPGTWTOM10,
title = {Youth Olympic Village Co-space.},
year = {2010},
booktitle = {CW},
author = {{Zin-Yan Chua} and {Yilin Kang 001} and {Xing Jiang} and {Kah-Hoe Pang} and {Andrew C. Gregory} and {Chi-Yun Tan} and {Wai-Lun Wong} and {Ah-Hwee Tan} and {Yew-Soon Ong} and {Chunyan Miao}},
publisher = {IEEE Computer Society},
booktitle = {2010 International Conference on CyberWorlds, Singapore, October 20-22, 2010}
}
@inproceedings{conf/mig/HoNOC10,
title = {Autonomous Multi-agents in Flexible Flock Formation.},
year = {2010},
booktitle = {MIG},
author = {{Choon Sing Ho} and {Quang Huy Nguyen 001} and {Yew-Soon Ong} and {Xianshun Chen}},
publisher = {Springer},
booktitle = {Motion in Games - Third International Conference, MIG 2010, Utrecht, The Netherlands, November 14-16, 2010. Proceedings}
}
@inproceedings{conf/pkdd/SeahTOL10,
title = {Predictive Distribution Matching SVM for Multi-domain Learning.},
year = {2010},
booktitle = {ECML/PKDD (1)},
author = {{Chun-Wei Seah} and {Ivor W. Tsang} and {Yew-Soon Ong} and {Gary Kee Khoon Lee}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I}
}
@inproceedings{conf/semcco/SongLO10,
title = {Neural Meta-Memes Framework for Combinatorial Optimization.},
year = {2010},
booktitle = {SEMCCO},
author = {{Li Qin Song} and {Meng-Hiot Lim} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {Swarm, Evolutionary, and Memetic Computing - First International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2010, Chennai, India, December 16-18, 2010. Proceedings}
}
@article{journals/cim/OngLC10,
title = {Memetic Computation - Past, Present & Future [Research Frontier].},
year = {2010},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yew-Soon Ong} and {Meng-Hiot Lim} and {Xianshun Chen}}
}
@article{journals/eswa/GohTCO10,
title = {An investigation on noise-induced features in robust evolutionary multi-objective optimization.},
year = {2010},
journal = {Expert Syst. Appl.},
author = {{Chi Keong Goh} and {Kay Chen Tan} and {Chun Yew Cheong} and {Yew-Soon Ong}}
}
@article{journals/ijon/TanFO10,
title = {A self-organizing neural architecture integrating desire, intention and reinforcement learning.},
year = {2010},
journal = {Neurocomputing},
author = {{Ah-Hwee Tan} and {Yu-Hong Feng} and {Yew-Soon Ong}}
}
@article{journals/tcbb/ZhuOZ10,
title = {Identification of Full and Partial Class Relevant Genes.},
year = {2010},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Zexuan Zhu} and {Yew-Soon Ong} and {Jacek M. Zurada}}
}
@article{journals/tec/HandokoKO10,
title = {Feasibility Structure Modeling: An Effective Chaperone for Constrained Memetic Algorithms.},
year = {2010},
journal = {IEEE Trans. Evol. Comput.},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}}
}
@article{journals/tec/LimJOS10,
title = {Generalizing Surrogate-Assisted Evolutionary Computation.},
year = {2010},
journal = {IEEE Trans. Evol. Comput.},
author = {{Dudy Lim} and {Yaochu Jin} and {Yew-Soon Ong} and {Bernhard Sendhoff}}
}
@article{journals/tec/SohON0HHK10,
title = {Discovering Unique, Low-Energy Pure Water Isomers: Memetic Exploration, Optimization, and Landscape Analysis.},
year = {2010},
journal = {IEEE Trans. Evol. Comput.},
author = {{Harold Soh} and {Yew-Soon Ong} and {Quoc Chinh Nguyen} and {Quang Huy Nguyen 001} and {Mohamed Salahuddin Habibullah} and {Terence Hung} and {Jer-Lai Kuo}}
}
@inproceedings{conf/ausai/JiangZO11,
title = {Asymmetric Pareto-adaptive Scheme for Multiobjective Optimization.},
year = {2011},
booktitle = {Australasian Conference on Artificial Intelligence},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {AI 2011: Advances in Artificial Intelligence - 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings}
}
@inproceedings{conf/cec/FengOTC11,
title = {Towards human-like social multi-agents with memetic automaton.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Ah-Hwee Tan} and {Xianshun Chen}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/GohLMOD11,
title = {A surrogate-assisted memetic co-evolutionary algorithm for expensive constrained optimization problems.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Chi Keong Goh} and {Dudy Lim} and {Learning Ma} and {Yew-Soon Ong} and {Partha Sarathi Dutta}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/cec/HandokoKOC11,
title = {Classification-assisted memetic algorithms for solving optimization problems with restricted equality constraint function mapping.},
year = {2011},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {Yew-Soon Ong} and {Jonathan H. Chan}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011}
}
@inproceedings{conf/icdm/SeahTO11,
title = {Healing Sample Selection Bias by Source Classifier Selection.},
year = {2011},
booktitle = {ICDM},
author = {{Chun-Wei Seah} and {Ivor Wai-Hung Tsang} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011}
}
@inproceedings{conf/icnc/JiangCZO11,
title = {Multiobjective optimization by decomposition with Pareto-adaptive weight vectors.},
year = {2011},
booktitle = {ICNC},
author = {{Siwei Jiang} and {Zhihua Cai} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {Seventh International Conference on Natural Computation, ICNC 2011, Shanghai, China, 26-28 July, 2011}
}
@inproceedings{conf/ictai/DashO11,
title = {RELIEF-C: Efficient Feature Selection for Clustering over Noisy Data.},
year = {2011},
booktitle = {ICTAI},
author = {{Manoranjan Dash} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, Boca Raton, FL, USA, November 7-9, 2011}
}
@inproceedings{conf/memetic/SongLO11,
title = {Neural meta-memes framework for managing search algorithms in combinatorial optimization.},
year = {2011},
booktitle = {Memetic Computing},
author = {{Li Qin Song} and {Meng-Hiot Lim} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2011 IEEE Workshop on Memetic Computing, MC 2011, Paris, France, April 11-15, 2011}
}
@article{journals/eswa/TanOT11,
title = {A hybrid agent architecture integrating desire, intention and reinforcement learning.},
year = {2011},
journal = {Expert Syst. Appl.},
author = {{Ah-Hwee Tan} and {Yew-Soon Ong} and {Akejariyawong Tapanuj}}
}
@article{journals/ijcbdd/TjhiLHTOBR11,
title = {Exploratory analysis of cell-based screening data for phenotype identification in drug-siRNA study.},
year = {2011},
journal = {Int. J. Comput. Biol. Drug Des.},
author = {{William-Chandra Tjhi} and {Gary Kee Khoon Lee} and {Terence Hung} and {Ivor Wai-Hung Tsang} and {Yew-Soon Ong} and {Frédéric Bard} and {Victor Racine}}
}
@article{journals/tec/AydtTCLOA11,
title = {Toward an Evolutionary Computing Modeling Language.},
year = {2011},
journal = {IEEE Trans. Evol. Comput.},
author = {{Heiko Aydt} and {Stephen John Turner} and {Wentong Cai 001} and {Malcolm Yoke Hean Low} and {Yew-Soon Ong} and {Rassul Ayani}}
}
@article{journals/tec/ChenOLT11,
title = {A Multi-Facet Survey on Memetic Computation.},
year = {2011},
journal = {IEEE Trans. Evol. Comput.},
author = {{Xianshun Chen} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Kay Chen Tan}}
}
@article{journals/tec/OngT11,
title = {Guest Editorial.},
year = {2011},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yew-Soon Ong} and {Kay Chen Tan}}
}
@inproceedings{conf/aamas/JiangZO12,
title = {A multiagent evolutionary framework based on trust for multiobjective optimization.},
year = {2012},
booktitle = {AAMAS},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {IFAAMAS},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012, Valencia, Spain, June 4-8, 2012 (3 Volumes)}
}
@inproceedings{conf/aamas/KangSTOM12,
title = {Virtual characters in agent-augmented co-space (demonstration).},
year = {2012},
booktitle = {AAMAS},
author = {{Yilin Kang 001} and {Budhitama Subagdja} and {Ah-Hwee Tan} and {Yew-Soon Ong} and {Chunyan Miao}},
publisher = {IFAAMAS},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012, Valencia, Spain, June 4-8, 2012 (3 Volumes)}
}
@inproceedings{conf/cec/FengOTT12,
title = {An evolutionary search paradigm that learns with past experiences.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Ivor Wai-Hung Tsang} and {Ah-Hwee Tan}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/HuangOC12,
title = {Autonomous flock brush for non-photorealistic rendering.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Hsueh En Huang} and {Yew-Soon Ong} and {Xianshun Chen}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/LeOMSS12,
title = {Multi co-objective evolutionary optimization: Cross surrogate augmentation for computationally expensive problems.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Minh Nghia Le} and {Yew-Soon Ong} and {Stefan Menzel} and {Chun-Wei Seah} and {Bernhard Sendhoff}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cec/SeahOTJ12,
title = {Pareto Rank Learning in Multi-objective Evolutionary Algorithms.},
year = {2012},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Chun-Wei Seah} and {Yew-Soon Ong} and {Ivor W. Tsang} and {Siwei Jiang}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, Australia, June 10-15, 2012}
}
@inproceedings{conf/cikm/FanZCCO12,
title = {Maximum margin clustering on evolutionary data.},
year = {2012},
booktitle = {CIKM},
author = {{Xuhui Fan 001} and {Lin Zhu} and {Longbing Cao} and {Xia Cui 002} and {Yew-Soon Ong}},
publisher = {ACM},
booktitle = {21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}
}
@inproceedings{conf/gecco/EllabaanO12,
title = {Experiences on memetic computation for locating transition states in biochemical applications.},
year = {2012},
booktitle = {GECCO (Companion)},
author = {{Mostafa Mostafa Hashim Ellabaan} and {Yew-Soon Ong}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings}
}
@inproceedings{conf/gecco/QinRFO12,
title = {An improved CUDA-based implementation of differential evolution on GPU.},
year = {2012},
booktitle = {GECCO},
author = {{A. Kai Qin} and {Federico Raimondo} and {Florence Forbes} and {Yew-Soon Ong}},
publisher = {ACM},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012}
}
@inproceedings{conf/icdm/SeahTOM12,
title = {Learning Target Predictive Function without Target Labels.},
year = {2012},
booktitle = {ICDM},
author = {{Chun-Wei Seah} and {Ivor Wai-Hung Tsang} and {Yew-Soon Ong} and {Qi Mao}},
publisher = {IEEE Computer Society},
booktitle = {12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012}
}
@inproceedings{conf/icml/ZhaiTTO12,
title = {Discovering Support and Affiliated Features from Very High Dimensions.},
year = {2012},
booktitle = {ICML},
author = {{Yiteng Zhai} and {Mingkui Tan} and {Ivor W. Tsang} and {Yew-Soon Ong}},
publisher = {icml.cc / Omnipress},
booktitle = {Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}
}
@inproceedings{conf/seal/HoOCT12,
title = {FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development.},
year = {2012},
booktitle = {SEAL},
author = {{Choon Sing Ho} and {Yew-Soon Ong} and {Xianshun Chen} and {Ah-Hwee Tan}},
publisher = {Springer},
booktitle = {Simulated Evolution and Learning - 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings}
}
@article{journals/cim/LeOJS12,
title = {A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.},
year = {2012},
journal = {IEEE Comput. Intell. Mag.},
author = {{Minh Nghia Le} and {Yew-Soon Ong} and {Yaochu Jin} and {Bernhard Sendhoff}}
}
@article{journals/cma/EllabaanHOKBEM12,
title = {A tree-structured covalent-bond-driven molecular memetic algorithm for optimization of ring-deficient molecules.},
year = {2012},
journal = {Comput. Math. Appl.},
author = {{Mostafa Mostafa Hashim Ellabaan} and {Stephanus Daniel Handoko} and {Yew-Soon Ong} and {Chee Keong Kwoh 001} and {S. A. Bahnassy} and {F. M. Elassawy} and {H. Y. Man}}
}
@article{journals/corr/abs-1207-0702,
title = {Meme as Building Block for Evolutionary Optimization of Problem Instances},
year = {2012},
journal = {CoRR},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Ah-Hwee Tan} and {Ivor Wai-Hung Tsang}}
}
@article{journals/ijsysc/ChenFO12,
title = {A self-adaptive memeplexes robust search scheme for solving stochastic demands vehicle routing problem.},
year = {2012},
journal = {Int. J. Syst. Sci.},
author = {{Xianshun Chen} and {Liang Feng 001} and {Yew-Soon Ong}}
}
@article{journals/isci/IaccaNMOL12,
title = {Ockham's Razor in memetic computing: Three stage optimal memetic exploration.},
year = {2012},
journal = {Inf. Sci.},
author = {{Giovanni Iacca} and {Ferrante Neri} and {Ernesto Mininno} and {Yew-Soon Ong} and {Meng-Hiot Lim}}
}
@article{journals/tcbb/HandokoOSKO12,
title = {QuickVina: Accelerating AutoDock Vina Using Gradient-Based Heuristics for Global Optimization.},
year = {2012},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Stephanus Daniel Handoko} and {Xuchang Ouyang} and {Chinh Tran To Su} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}}
}
@article{journals/tcbb/HandokoOSKO12a,
title = {Erratum to "QuickVina: Accelerating AutoDock Vina Using Gradient-Based Heuristics for Global Optimization".},
year = {2012},
journal = {IEEE ACM Trans. Comput. Biol. Bioinform.},
author = {{Stephanus Daniel Handoko} and {Xuchang Ouyang} and {Chinh Tran To Su} and {Chee Keong Kwoh 001} and {Yew-Soon Ong}}
}
@article{journals/tnn/SeahTO12,
title = {Transductive Ordinal Regression.},
year = {2012},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Chun-Wei Seah} and {Ivor W. Tsang} and {Yew-Soon Ong}}
}
@article{journals/tsmc/ChenO12,
title = {A Conceptual Modeling of Meme Complexes in Stochastic Search.},
year = {2012},
journal = {IEEE Trans. Syst. Man Cybern. Part C},
author = {{Xianshun Chen} and {Yew-Soon Ong}}
}
@inproceedings{conf/atal/JiangZO13,
title = {An evolutionary model for constructing robust trust networks.},
year = {2013},
booktitle = {AAMAS},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {IFAAMAS},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, AAMAS '13, Saint Paul, MN, USA, May 6-10, 2013}
}
@inproceedings{conf/cec/ChenZOHX13,
title = {A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Xuefeng Chen 001} and {Yifeng Zeng} and {Yew-Soon Ong} and {Choon Sing Ho} and {Yanping Xiang}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cec/KattanOL13,
title = {Multi-agent multi-issue negotiations with incomplete information: A Genetic Algorithm based on discrete surrogate approach.},
year = {2013},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Ahmed Kattan} and {Yew-Soon Ong} and {Edgar Galván López}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013}
}
@inproceedings{conf/cihli/MandziukOW13,
title = {Multi-game playing - A challenge for computational intelligence.},
year = {2013},
booktitle = {CIHLI},
author = {{Jacek Mandziuk} and {Yew-Soon Ong} and {Karol Waledzik}},
publisher = {IEEE},
booktitle = {2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, CIHLI 2013, Singapore, April 16-19, 2013}
}
@inproceedings{conf/iccnc/ZhangWO13,
title = {Near-optimal packet allocation algorithm for content uploading to media cloud via collaborative wireless network.},
year = {2013},
booktitle = {ICNC},
author = {{Ge Zhang} and {Yonggang Wen 001} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {International Conference on Computing, Networking and Communications, ICNC 2013, San Diego, CA, USA, January 28-31, 2013}
}
@inproceedings{conf/smc/ChenOTZL13,
title = {Agent-Based Modeling and Simulation for Supply Chain Risk Management - A Survey of the State-of-the-Art.},
year = {2013},
booktitle = {SMC},
author = {{Xianshun Chen} and {Yew-Soon Ong} and {Puay Siew Tan} and {NengSheng Zhang} and {Zhengping Li}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Systems, Man, and Cybernetics, Manchester, SMC 2013, United Kingdom, October 13-16, 2013}
}
@inproceedings{conf/smc/LiTYNOC13,
title = {A Review of Complex Systems Technologies for Supply Chain Risk Management.},
year = {2013},
booktitle = {SMC},
author = {{Zhengping Li} and {Puay Siew Tan} and {Qi Ming Gabriel Yee} and {Quoc Chinh Nguyen} and {Yew-Soon Ong} and {Xianshun Chen}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Systems, Man, and Cybernetics, Manchester, SMC 2013, United Kingdom, October 13-16, 2013}
}
@inproceedings{conf/smc/NguyenLTCO13,
title = {An Agent-Based Simulation to Quantify and Analyze Bullwhip Effects in Supply Chains.},
year = {2013},
booktitle = {SMC},
author = {{Quoc Chinh Nguyen} and {Zhengping Li} and {Puay Siew Tan} and {Xianshun Chen} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Systems, Man, and Cybernetics, Manchester, SMC 2013, United Kingdom, October 13-16, 2013}
}
@article{journals/cim/EllabaanOHKM13,
title = {Discovering Unique, Low-Energy Transition States Using Evolutionary Molecular Memetic Computing.},
year = {2013},
journal = {IEEE Comput. Intell. Mag.},
author = {{Mostafa Mostafa Hashim Ellabaan} and {Yew-Soon Ong} and {Stephanus Daniel Handoko} and {Chee Keong Kwoh 001} and {H. Y. Man}}
}
@article{journals/ec/LeOMJS13,
title = {Evolution by Adapting Surrogates.},
year = {2013},
journal = {Evol. Comput.},
author = {{Minh Nghia Le} and {Yew-Soon Ong} and {Stefan Menzel} and {Yaochu Jin} and {Bernhard Sendhoff}}
}
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title = {Extreme Learning Machines.},
year = {2013},
journal = {IEEE Intell. Syst.},
author = {{Erik Cambria} and {Guang-Bin Huang} and {Liyanaarachchi Lekamalage Chamara Kasun} and {Hongming Zhou} and {Chi-Man Vong} and {Jiarun Lin} and {Jianping Yin} and {Zhiping Cai} and {Qiang Liu 004} and {Kuan Li} and {Victor C. M. Leung} and {Liang Feng 001} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Anton Akusok} and {Amaury Lendasse} and {Francesco Corona} and {Rui Nian} and {Yoan Miche} and {Paolo Gastaldo} and {Rodolfo Zunino} and {Sergio Decherchi} and {Xuefeng Yang} and {Kezhi Mao} and {Beom-Seok Oh} and {Je-Hyoung Jeon} and {Kar-Ann Toh} and {Andrew Beng Jin Teoh} and {Jaihie Kim} and {Hanchao Yu} and {Yiqiang Chen} and {Junfa Liu}}
}
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title = {Editorial.},
year = {2013},
journal = {Memetic Comput.},
author = {{Meng-Hiot Lim} and {Steven M. Gustafson} and {Natalio Krasnogor} and {Yew-Soon Ong}}
}
@article{journals/nca/KanLOTY13,
title = {Extreme learning machine terrain-based navigation for unmanned aerial vehicles.},
year = {2013},
journal = {Neural Comput. Appl.},
author = {{Ee-May Kan} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Ah-Hwee Tan} and {Swee-Ping Yeo}}
}
@article{journals/tcyb/SeahOT13,
title = {Combating Negative Transfer From Predictive Distribution Differences.},
year = {2013},
journal = {IEEE Trans. Cybern.},
author = {{Chun-Wei Seah} and {Yew-Soon Ong} and {Ivor W. Tsang}}
}
@article{journals/tnn/SeahTO13,
title = {Transfer Ordinal Label Learning.},
year = {2013},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Chun-Wei Seah} and {Ivor W. Tsang} and {Yew-Soon Ong}}
}
@inproceedings{conf/atal/Jiang0O14,
title = {A pheromone-based traffic management model for vehicle re-routing and traffic light control.},
year = {2014},
booktitle = {AAMAS},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {IFAAMAS/ACM},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, AAMAS '14, Paris, France, May 5-9, 2014}
}
@inproceedings{conf/cec/KattanKOM14,
title = {Transformation of input space using statistical moments: EA-based approach.},
year = {2014},
booktitle = {IEEE Congress on Evolutionary Computation},
author = {{Ahmed Kattan} and {Michael Kampouridis} and {Yew-Soon Ong} and {Khalid Mehamdi}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/fuzzIEEE/KajornritWFO14,
title = {An integrated intelligent technique for monthly rainfall time series prediction.},
year = {2014},
booktitle = {FUZZ-IEEE},
author = {{Jesada Kajornrit} and {Kevin Kok Wai Wong} and {Lance Chun Che Fung} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014, Beijing, China, July 6-11, 2014}
}
@article{journals/cim/ZhaiOT14,
title = {The Emerging ?Big Dimensionality?},
year = {2014},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yiteng Zhai} and {Yew-Soon Ong} and {Ivor W. Tsang}}
}
@article{journals/isci/Jiang0O14,
title = {Multiobjective optimization based on reputation.},
year = {2014},
journal = {Inf. Sci.},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong}}
}
@article{journals/tcyb/JiangOZF14,
title = {Consistencies and Contradictions of Performance Metrics in Multiobjective Optimization.},
year = {2014},
journal = {IEEE Trans. Cybern.},
author = {{Siwei Jiang} and {Yew-Soon Ong} and {Jie Zhang 002} and {Liang Feng 001}}
}
@inproceedings{conf/aaai/DingZHO15,
title = {An Adaptive Gradient Method for Online AUC Maximization.},
year = {2015},
booktitle = {AAAI},
author = {{Yi Ding 006} and {Peilin Zhao} and {Steven C. H. Hoi} and {Yew-Soon Ong}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/cec/GuptaO15,
title = {An evolutionary algorithm with adaptive scalarization for multiobjective bilevel programs.},
year = {2015},
booktitle = {CEC},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cec/HandokoLGOHS15,
title = {Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming.},
year = {2015},
booktitle = {CEC},
author = {{Stephanus Daniel Handoko} and {Hoong Chuin Lau} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Chen Kim Heng} and {Puay Siew Tan}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015}
}
@inproceedings{conf/cig/YinLCOZ15,
title = {A data-driven approach for online adaptation of game difficulty.},
year = {2015},
booktitle = {CIG},
author = {{Haiyan Yin} and {Linbo Luo} and {Wentong Cai 001} and {Yew-Soon Ong} and {Jinghui Zhong}},
publisher = {IEEE},
booktitle = {2015 IEEE Conference on Computational Intelligence and Games, CIG 2015, Tainan, Taiwan, August 31 - September 2, 2015}
}
@inproceedings{conf/ieem/GuoHTOT15,
title = {Offline time-sensitive travel time estimation in an urban road network.},
year = {2015},
booktitle = {IEEM},
author = {{Qing Guo} and {Chen Kim Heng} and {Yin-Leng Theng} and {Yew-Soon Ong} and {Puay Siew Tan}},
publisher = {IEEE},
booktitle = {2015 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2015, Singapore, December 6-9, 2015}
}
@inproceedings{conf/soict/Ong15,
title = {Towards Evolutionary Multitasking: A New Paradigm.},
year = {2015},
booktitle = {SoICT},
author = {{Yew-Soon Ong}},
publisher = {ACM},
booktitle = {Proceedings of the Sixth International Symposium on Information and Communication Technology, Hue City, Vietnam, December 3-4, 2015}
}
@article{journals/fcsc/XuAYWOX15,
title = {Adaptive and scalable load balancing for metadata server cluster in cloud-scale file systems.},
year = {2015},
journal = {Frontiers Comput. Sci.},
author = {{Quanqing Xu} and {Rajesh Vellore Arumugam} and {Khai Leong Yong} and {Yonggang Wen 001} and {Yew-Soon Ong} and {Weiya Xi}}
}
@article{journals/isci/KattanO15,
title = {Surrogate Genetic Programming: A semantic aware evolutionary search.},
year = {2015},
journal = {Inf. Sci.},
author = {{Ahmed Kattan} and {Yew-Soon Ong}}
}
@article{journals/memetic/FengOTT15,
title = {Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems.},
year = {2015},
journal = {Memetic Comput.},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Ah-Hwee Tan} and {Ivor W. Tsang}}
}
@article{journals/memetic/LimOG15,
title = {Editorial.},
year = {2015},
journal = {Memetic Comput.},
author = {{Meng-Hiot Lim} and {Yew-Soon Ong} and {Steven M. Gustafson}}
}
@article{journals/sigpro/ChaturvediOA15,
title = {Deep transfer learning for classification of time-delayed Gaussian networks.},
year = {2015},
journal = {Signal Process.},
author = {{Iti Chaturvedi} and {Yew-Soon Ong} and {Rajesh Vellore Arumugam}}
}
@article{journals/tcyb/JiangZOZT15,
title = {A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm.},
year = {2015},
journal = {IEEE Trans. Cybern.},
author = {{Siwei Jiang} and {Jie Zhang 002} and {Yew-Soon Ong} and {Allan N. Zhang} and {Puay Siew Tan}}
}
@article{journals/tec/FengOLT15,
title = {Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP.},
year = {2015},
journal = {IEEE Trans. Evol. Comput.},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Meng-Hiot Lim} and {Ivor W. Tsang}}
}
@article{journals/tits/KimOHTZ15,
title = {City Vehicle Routing Problem (City VRP): A Review.},
year = {2015},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Gitae Kim} and {Yew-Soon Ong} and {Chen Kim Heng} and {Puay Siew Tan} and {Nengsheng Allan Zhang}}
}
@article{journals/www/MicheLLO15,
title = {Meme representations for game agents.},
year = {2015},
journal = {World Wide Web},
author = {{Yoan Miche} and {Meng-Hiot Lim} and {Amaury Lendasse} and {Yew-Soon Ong}}
}
@inproceedings{conf/acal/DaGOF16,
title = {The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking.},
year = {2016},
booktitle = {ACALCI},
author = {{Bingshui Da} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001}},
publisher = {Springer},
booktitle = {Artificial Life and Computational Intelligence - Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, February 2-5, 2016, Proceedings}
}
@inproceedings{conf/atal/HouZO16,
title = {A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction.},
year = {2016},
booktitle = {AAMAS},
author = {{Yaqing Hou} and {Yifeng Zeng} and {Yew-Soon Ong}},
publisher = {ACM},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, Singapore, May 9-13, 2016}
}
@inproceedings{conf/cec/DaGOF16,
title = {Evolutionary multitasking across single and multi-objective formulations for improved problem solving.},
year = {2016},
booktitle = {CEC},
author = {{Bingshui Da} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/GuptaODFH16,
title = {Landscape synergy in evolutionary multitasking.},
year = {2016},
booktitle = {CEC},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Bingshui Da} and {Liang Feng 001} and {Stephanus Daniel Handoko}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/GuptaOKG16,
title = {Pareto rank learning for multi-objective bi-level optimization: A study in composites manufacturing.},
year = {2016},
booktitle = {CEC},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Piaras A. Kelly} and {Chi-Keong Goh}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/HengNJTGDO16,
title = {Application of route flexibility in data-starved vehicle routing problem with time windows.},
year = {2016},
booktitle = {CEC},
author = {{Chen Kim Heng} and {Quoc Chinh Nguyen} and {Siwei Jiang} and {Puay Siew Tan} and {Abhishek Gupta 001} and {Bingshui Da} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/JiangFHNOZT16,
title = {Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems.},
year = {2016},
booktitle = {CEC},
author = {{Siwei Jiang} and {Liang Feng 001} and {Chen Kim Heng} and {Quoc Chinh Nguyen} and {Yew-Soon Ong} and {Nengsheng Allan Zhang} and {Puay Siew Tan}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/JiangFYHOZTC16,
title = {Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition.},
year = {2016},
booktitle = {CEC},
author = {{Siwei Jiang} and {Liang Feng 001} and {Dazhi Yang} and {Chen Kim Heng} and {Yew-Soon Ong} and {Nengsheng Allan Zhang} and {Puay Siew Tan} and {Zhihua Cai}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/cec/YeFOLCS16,
title = {A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem.},
year = {2016},
booktitle = {CEC},
author = {{Zhenbin Ye} and {Liang Feng 001} and {Yew-Soon Ong} and {Kai Liu 001} and {Chao Chen 004} and {Edwin Hsing-Mean Sha}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/iconip/ChandraGOG16,
title = {Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks.},
year = {2016},
booktitle = {ICONIP (2)},
author = {{Rohitash Chandra} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Chi Keong Goh}},
booktitle = {Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part II}
}
@inproceedings{conf/ijcnn/ChenHO16,
title = {A conceptual modeling of flocking-regulated multi-agent reinforcement learning.},
year = {2016},
booktitle = {IJCNN},
author = {{C. S. Chen} and {Yaqing Hou} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/ijcnn/HouFO16,
title = {Creating human-like non-player game characters using a Memetic Multi-Agent System.},
year = {2016},
booktitle = {IJCNN},
author = {{Yaqing Hou} and {Liang Feng 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/ijcnn/LiJQSOC16,
title = {Semi-supervised auto-encoder based on manifold learning.},
year = {2016},
booktitle = {IJCNN},
author = {{Yawei Li} and {Lizuo Jin} and {A. Kai Qin} and {Changyin Sun} and {Yew-Soon Ong} and {Tong Cui}},
publisher = {IEEE},
booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/kse/NguyenVYBH16,
title = {Preface KSE 2016.},
year = {2016},
booktitle = {KSE},
author = {{Minh Le Nguyen 001} and {Le Sy Vinh} and {Yew-Soon Ong} and {Lam Thu Bui} and {Keiji Hirata 001}},
publisher = {IEEE},
booktitle = {2016 Eighth International Conference on Knowledge and Systems Engineering, KSE 2016, Hanoi, Vietnam, October 6-8, 2016}
}
@inproceedings{conf/ssci/GuptaO16,
title = {Genetic transfer or population diversification? Deciphering the secret ingredients of evolutionary multitask optimization.},
year = {2016},
booktitle = {SSCI},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/SagarnaO16,
title = {Concurrently searching branches in software tests generation through multitask evolution.},
year = {2016},
booktitle = {SSCI},
author = {{Ramón Sagarna} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/ZhouFZOZS16,
title = {Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem.},
year = {2016},
booktitle = {SSCI},
author = {{Lei Zhou} and {Liang Feng 001} and {Jinghui Zhong} and {Yew-Soon Ong} and {Zexuan Zhu} and {Edwin Hsing-Mean Sha}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/uksim/LimZGOT16,
title = {Three-Dimensional Vehicle Routing Problem for Urban Last Mile Logistics: Problem Formulation and Computational Analysis.},
year = {2016},
booktitle = {UKSim},
author = {{Stanley Frederick W. T. Lim} and {Allan N. Zhang} and {Mark Goh} and {Yew-Soon Ong} and {Puay Siew Tan}},
publisher = {IEEE Computer Society},
booktitle = {UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, UKSim 2016, Cambridge, United Kingdom, April 6-8, 2016}
}
@article{journals/anor/Faghih-RoohiOAZ16,
title = {Dynamic conditional value-at-risk model for routing and scheduling of hazardous material transportation networks.},
year = {2016},
journal = {Ann. Oper. Res.},
author = {{Shahrzad Faghih-Roohi} and {Yew-Soon Ong} and {Sobhan Asian} and {Allan N. Zhang}}
}
@article{journals/cogcom/OngG16,
title = {Evolutionary Multitasking: A Computer Science View of Cognitive Multitasking.},
year = {2016},
journal = {Cogn. Comput.},
author = {{Yew-Soon Ong} and {Abhishek Gupta 001}}
}
@article{journals/corr/DingZHO16,
title = {Adaptive Subgradient Methods for Online AUC Maximization.},
year = {2016},
journal = {CoRR},
author = {{Yi Ding 006} and {Peilin Zhao} and {Steven C. H. Hoi} and {Yew-Soon Ong}}
}
@article{journals/evi/LimOGGD16,
title = {Towards a new Praxis in optinformatics targeting knowledge re-use in evolutionary computation: simultaneous problem learning and optimization.},
year = {2016},
journal = {Evol. Intell.},
author = {{Dudy Lim} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Chi Keong Goh} and {Partha Sarathi Dutta}}
}
@article{journals/ijon/DengOTZ16,
title = {Online sequential reduced kernel extreme learning machine.},
year = {2016},
journal = {Neurocomputing},
author = {{Wan-Yu Deng} and {Yew-Soon Ong} and {Puay Siew Tan} and {Qing-Hua Zheng}}
}
@article{journals/isci/KattanAOAO16,
title = {GP made faster with semantic surrogate modelling.},
year = {2016},
journal = {Inf. Sci.},
author = {{Ahmed Kattan} and {Alexandros Agapitos} and {Yew-Soon Ong} and {Ateq A. Alghamedi} and {Michael O'Neill 001}}
}
@article{journals/kbs/ChaturvediOTWC16,
title = {Learning word dependencies in text by means of a deep recurrent belief network.},
year = {2016},
journal = {Knowl. Based Syst.},
author = {{Iti Chaturvedi} and {Yew-Soon Ong} and {Ivor W. Tsang} and {Roy E. Welsch} and {Erik Cambria}}
}
@article{journals/nn/DengOZ16,
title = {A Fast Reduced Kernel Extreme Learning Machine.},
year = {2016},
journal = {Neural Networks},
author = {{Wan-Yu Deng} and {Yew-Soon Ong} and {Qing-Hua Zheng}}
}
@article{journals/pami/ZhaiOT16,
title = {Making Trillion Correlations Feasible in Feature Grouping and Selection.},
year = {2016},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Yiteng Zhai} and {Yew-Soon Ong} and {Ivor W. Tsang}}
}
@article{journals/soco/FengOCC16,
title = {Conceptual modeling of evolvable local searches in memetic algorithms using linear genetic programming: a case study on capacitated vehicle routing problem.},
year = {2016},
journal = {Soft Comput.},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Caishun Chen} and {Xianshun Chen}}
}
@article{journals/soco/ZhongZO16,
title = {Soft computing in remote sensing image processing.},
year = {2016},
journal = {Soft Comput.},
author = {{Yanfei Zhong} and {Zexuan Zhu} and {Yew-Soon Ong}}
}
@article{journals/tciaig/SwiechowskiMO16,
title = {Specialization of a UCT-Based General Game Playing Program to Single-Player Games.},
year = {2016},
journal = {IEEE Trans. Comput. Intell. AI Games},
author = {{Maciej Swiechowski} and {Jacek Mandziuk} and {Yew-Soon Ong}}
}
@article{journals/tec/BallesterCOA16,
title = {Memetic Music Composition.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Enrique Muñoz Ballester} and {José Manuel Cadenas} and {Yew-Soon Ong} and {Giovanni Acampora}}
}
@article{journals/tec/GuptaOF16,
title = {Multifactorial Evolution: Toward Evolutionary Multitasking.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001}}
}
@article{journals/tec/ZhongOC16,
title = {Self-Learning Gene Expression Programming.},
year = {2016},
journal = {IEEE Trans. Evol. Comput.},
author = {{Jinghui Zhong} and {Yew-Soon Ong} and {Wentong Cai 001}}
}
@article{journals/tits/KimOCT16,
title = {Solving the Dynamic Vehicle Routing Problem Under Traffic Congestion.},
year = {2016},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Gitae Kim} and {Yew-Soon Ong} and {Taesu Cheong} and {Puay Siew Tan}}
}
@incollection{books/sp/17/GuptaDYO17,
title = {On the Emerging Notion of Evolutionary Multitasking: A Computational Analog of Cognitive Multitasking.},
year = {2017},
booktitle = {Recent Advances in Evolutionary Multi-objective Optimization},
author = {{Abhishek Gupta 001} and {Bingshui Da} and {Yuan Yuan 004} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {Recent Advances in Evolutionary Multi-objective Optimization}
}
@inproceedings{conf/cec/BaliGFOT17,
title = {Linearized domain adaptation in evolutionary multitasking.},
year = {2017},
booktitle = {CEC},
author = {{Kavitesh Kumar Bali} and {Abhishek Gupta 001} and {Liang Feng 001} and {Yew-Soon Ong} and {Puay Siew Tan}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cec/ZhouFGOLCSYY17,
title = {Solving dynamic vehicle routing problem via evolutionary search with learning capability.},
year = {2017},
booktitle = {CEC},
author = {{Lei Zhou} and {Liang Feng 001} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {K. Liu} and {C. Chen} and {Edwin Hsing-Mean Sha} and {B. Yang} and {B. W. Yan}},
publisher = {IEEE},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017}
}
@inproceedings{conf/cvpr/YangZCO17,
title = {MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information.},
year = {2017},
booktitle = {CVPR},
author = {{Hao Yang 033} and {Joey Tianyi Zhou} and {Jianfei Cai 001} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017}
}
@inproceedings{conf/icml/WeiSKOG17,
title = {Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression.},
year = {2017},
booktitle = {ICML},
author = {{Pengfei Wei} and {Ramón Sagarna} and {Yiping Ke} and {Yew-Soon Ong} and {Chi-Keong Goh}},
publisher = {PMLR},
booktitle = {Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017}
}
@article{journals/cce/LiuCO17,
title = {An adaptive sampling approach for Kriging metamodeling by maximizing expected prediction error.},
year = {2017},
journal = {Comput. Chem. Eng.},
author = {{Haitao Liu 002} and {Jianfei Cai 001} and {Yew-Soon Ong}}
}
@article{journals/cim/HeGTKJO17,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2017},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haibo He} and {Jon Garibaldi} and {Kay Chen Tan} and {Graham Kendall} and {Yaochu Jin} and {Yew-Soon Ong}}
}
@article{journals/cim/MinSGOG17,
title = {Knowledge Transfer Through Machine Learning in Aircraft Design.},
year = {2017},
journal = {IEEE Comput. Intell. Mag.},
author = {{Alan Tan Wei Min} and {Ramón Sagarna} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Chi Keong Goh}}
}
@article{journals/cim/ZhongFO17,
title = {Gene Expression Programming: A Survey [Review Article].},
year = {2017},
journal = {IEEE Comput. Intell. Mag.},
author = {{Jinghui Zhong} and {Liang Feng 001} and {Yew-Soon Ong}}
}
@article{journals/corr/DaOFQGZTT017,
title = {Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.},
year = {2017},
journal = {CoRR},
author = {{Bingshui Da} and {Yew-Soon Ong} and {Liang Feng 001} and {A. Kai Qin} and {Abhishek Gupta 001} and {Zexuan Zhu} and {Chuan-Kang Ting} and {Ke Tang 001} and {Xin Yao 001}}
}
@article{journals/corr/YuanOFQGDZTJI17,
title = {Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.},
year = {2017},
journal = {CoRR},
author = {{Yuan Yuan 004} and {Yew-Soon Ong} and {Liang Feng 001} and {A. Kai Qin} and {Abhishek Gupta 001} and {Bingshui Da} and {Qingfu Zhang 001} and {Kay Chen Tan} and {Yaochu Jin} and {Hisao Ishibuchi}}
}
@article{journals/eaai/ChengGON17,
title = {Coevolutionary multitasking for concurrent global optimization: With case studies in complex engineering design.},
year = {2017},
journal = {Eng. Appl. Artif. Intell.},
author = {{Meiying Cheng} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Zhiwei Ni}}
}
@article{journals/eswa/GuptaHOTZ17,
title = {A generic framework for multi-criteria decision support in eco-friendly urban logistics systems.},
year = {2017},
journal = {Expert Syst. Appl.},
author = {{Abhishek Gupta 001} and {Chen Kim Heng} and {Yew-Soon Ong} and {Puay Siew Tan} and {Allan N. Zhang}}
}
@article{journals/ijon/ChandraOG17,
title = {Co-evolutionary multi-task learning with predictive recurrence for multi-step chaotic time series prediction.},
year = {2017},
journal = {Neurocomputing},
author = {{Rohitash Chandra} and {Yew-Soon Ong} and {Chi-Keong Goh}}
}
@article{journals/mssp/DwiyasaLOP17,
title = {Extreme learning machine for indoor location fingerprinting.},
year = {2017},
journal = {Multidimens. Syst. Signal Process.},
author = {{Felis Dwiyasa} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Bijaya K. Panigrahi}}
}
@article{journals/tcyb/GuptaOFT17,
title = {Multiobjective Multifactorial Optimization in Evolutionary Multitasking.},
year = {2017},
journal = {IEEE Trans. Cybern.},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001} and {Kay Chen Tan}}
}
@article{journals/tec/FengOJG17,
title = {Autoencoding Evolutionary Search With Learning Across Heterogeneous Problems.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Liang Feng 001} and {Yew-Soon Ong} and {Siwei Jiang} and {Abhishek Gupta 001}}
}
@article{journals/tec/HouOFZ17,
title = {An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yaqing Hou} and {Yew-Soon Ong} and {Liang Feng 001} and {Jacek M. Zurada}}
}
@article{journals/tec/ZengCOTX17,
title = {Structured Memetic Automation for Online Human-Like Social Behavior Learning.},
year = {2017},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yifeng Zeng} and {Xuefeng Chen 001} and {Yew-Soon Ong} and {Jing Tang 001} and {Yanping Xiang}}
}
@article{journals/tetci/Ong17,
title = {Editorial IEEE Transactions on Emerging Topics in Computational Intelligence.},
year = {2017},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Yew-Soon Ong}}
}
@inproceedings{conf/aaai/0001LTSO18,
title = {Compact Multi-Label Learning.},
year = {2018},
booktitle = {AAAI},
author = {{Xiaobo Shen 001} and {Weiwei Liu 003} and {Ivor W. Tsang} and {Quan-Sen Sun} and {Yew-Soon Ong}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}
}
@inproceedings{conf/atal/ZengFMLCO18,
title = {Context-based and Explainable Decision Making with Argumentation.},
year = {2018},
booktitle = {AAMAS},
author = {{Zhiwei Zeng} and {Xiuyi Fan} and {Chunyan Miao} and {Cyril Leung} and {Jing Jih Chin} and {Yew-Soon Ong}},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems Richland, SC, USA / ACM},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2018, Stockholm, Sweden, July 10-15, 2018}
}
@inproceedings{conf/cec/ZhouFJZHOZL18,
title = {A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding.},
year = {2018},
booktitle = {CEC},
author = {{Wei Zhou} and {Liang Feng 001} and {Siwei Jiang} and {Shu Zhang} and {Yaqing Hou} and {Yew-Soon Ong} and {Zexuan Zhu} and {Kai Liu 001}},
publisher = {IEEE},
booktitle = {2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/icdm/WeiSKO18,
title = {Uncluttered Domain Sub-Similarity Modeling for Transfer Regression.},
year = {2018},
booktitle = {ICDM},
author = {{Pengfei Wei} and {Ramón Sagarna} and {Yiping Ke} and {Yew-Soon Ong}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018}
}
@inproceedings{conf/icml/LiuCWO18,
title = {Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression.},
year = {2018},
booktitle = {ICML},
author = {{Haitao Liu 002} and {Jianfei Cai 001} and {Yi Wang 006} and {Yew-Soon Ong}},
publisher = {PMLR},
booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018}
}
@inproceedings{conf/ijcai/0001LLOT18,
title = {Deep Discrete Prototype Multilabel Learning.},
year = {2018},
booktitle = {IJCAI},
author = {{Xiaobo Shen 001} and {Weiwei Liu 003} and {Yong Luo 002} and {Yew-Soon Ong} and {Ivor W. Tsang}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden.}
}
@inproceedings{conf/ijcai/0001PLOS18,
title = {Discrete Network Embedding.},
year = {2018},
booktitle = {IJCAI},
author = {{Xiaobo Shen 001} and {Shirui Pan} and {Weiwei Liu 003} and {Yew-Soon Ong} and {Quan-Sen Sun}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden.}
}
@article{journals/access/HuLWOZ18,
title = {How to Find a Perfect Data Scientist: A Distance-Metric Learning Approach.},
year = {2018},
journal = {IEEE Access},
author = {{Han Hu 003} and {Yong Luo 002} and {Yonggang Wen 001} and {Yew-Soon Ong} and {Xinwen Zhang}}
}
@article{journals/asc/ChandraOG18,
title = {Co-evolutionary multi-task learning for dynamic time series prediction.},
year = {2018},
journal = {Appl. Soft Comput.},
author = {{Rohitash Chandra} and {Yew-Soon Ong} and {Chi-Keong Goh}}
}
@article{journals/asc/ZhongMOZZ18,
title = {Computational intelligence in optical remote sensing image processing.},
year = {2018},
journal = {Appl. Soft Comput.},
author = {{Yanfei Zhong} and {Ailong Ma} and {Yew-Soon Ong} and {Zexuan Zhu} and {Liangpei Zhang 001}}
}
@article{journals/corr/abs-1809-02444,
title = {Metamorphic Relation Based Adversarial Attacks on Differentiable Neural Computer.},
year = {2018},
journal = {CoRR},
author = {{Alvin Chan} and {Lei Ma 003} and {Felix Juefei-Xu} and {Xiaofei Xie} and {Yang Liu 003} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-1809-09081,
title = {Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams.},
year = {2018},
journal = {CoRR},
author = {{Mahardhika Pratama} and {Andri Ashfahani} and {Yew-Soon Ong} and {Savitha Ramasamy} and {Edwin Lughofer}}
}
@article{journals/corr/abs-1811-06632,
title = {Towards Safer Smart Contracts: A Sequence Learning Approach to Detecting Vulnerabilities.},
year = {2018},
journal = {CoRR},
author = {{Wesley Joon-Wie Tann} and {Xing Jie Han} and {Sourav Sen Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-1812-11509,
title = {AIR5: Five Pillars of Artificial Intelligence Research.},
year = {2018},
journal = {CoRR},
author = {{Yew-Soon Ong} and {Abhishek Gupta 001}}
}
@article{journals/eaai/LiuOCW18,
title = {Cope with diverse data structures in multi-fidelity modeling: A Gaussian process method.},
year = {2018},
journal = {Eng. Appl. Artif. Intell.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Jianfei Cai 001} and {Yi Wang 006}}
}
@article{journals/jmlr/GuoWOHZWZ18,
title = {Numerical Analysis near Singularities in RBF Networks.},
year = {2018},
journal = {J. Mach. Learn. Res.},
author = {{Weili Guo} and {Haikun Wei} and {Yew-Soon Ong} and {Jaime Rubio Hervas} and {Junsheng Zhao} and {Hai Wang} and {Kanjian Zhang}}
}
@article{journals/kbs/LiuCO18,
title = {Remarks on multi-output Gaussian process regression.},
year = {2018},
journal = {Knowl. Based Syst.},
author = {{Haitao Liu 002} and {Jianfei Cai 001} and {Yew-Soon Ong}}
}
@article{journals/kbs/ZychowskiGMO18,
title = {Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution.},
year = {2018},
journal = {Knowl. Based Syst.},
author = {{Adam Zychowski} and {Abhishek Gupta 001} and {Jacek Mandziuk} and {Yew-Soon Ong}}
}
@article{journals/npl/ChandraGOG18,
title = {Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks.},
year = {2018},
journal = {Neural Process. Lett.},
author = {{Rohitash Chandra} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Chi-Keong Goh}}
}
@article{journals/tec/YuanOGX18,
title = {Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis.},
year = {2018},
journal = {IEEE Trans. Evol. Comput.},
author = {{Yuan Yuan 004} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Hua Xu 003}}
}
@article{journals/tetci/GuptaOF18,
title = {Insights on Transfer Optimization: Because Experience is the Best Teacher.},
year = {2018},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001}}
}
@article{journals/tnn/ShenLTSO18,
title = {Multilabel Prediction via Cross-View Search.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xiaobo Shen 001} and {Weiwei Liu 003} and {Ivor W. Tsang} and {Quan-Sen Sun} and {Yew-Soon Ong}}
}
@article{journals/tsmc/ElarbiBGSO18,
title = {A New Decomposition-Based NSGA-II for Many-Objective Optimization.},
year = {2018},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Maha Elarbi} and {Slim Bechikh} and {Abhishek Gupta 001} and {Lamjed Ben Said} and {Yew-Soon Ong}}
}
@inproceedings{conf/bigdataconf/0001OSCZ19,
title = {The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning Insight.},
year = {2019},
booktitle = {IEEE BigData},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong} and {Mojtaba Shakeri} and {Xu Chi} and {Allan NengSheng Zhang}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Big Data (IEEE BigData), Los Angeles, CA, USA, December 9-12, 2019}
}
@inproceedings{conf/bigdataconf/Shakeri0OCN19,
title = {Coping with Big Data in Transfer Optimization.},
year = {2019},
booktitle = {IEEE BigData},
author = {{Mojtaba Shakeri} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Xu Chi} and {Allan Zhang NengSheng}},
publisher = {IEEE},
booktitle = {2019 IEEE International Conference on Big Data (IEEE BigData), Los Angeles, CA, USA, December 9-12, 2019}
}
@inproceedings{conf/cec/QuOH019,
title = {Memetic Evolution Strategy for Reinforcement Learning.},
year = {2019},
booktitle = {CEC},
author = {{Xinghua Qu} and {Yew-Soon Ong} and {Yaqing Hou} and {Xiaobo Shen 001}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2019, Wellington, New Zealand, June 10-13, 2019}
}
@inproceedings{conf/cikm/PratamaZAO019,
title = {Automatic Construction of Multi-layer Perceptron Network from Streaming Examples.},
year = {2019},
booktitle = {CIKM},
author = {{Mahardhika Pratama} and {Choiru Za'in} and {Andri Ashfahani} and {Yew-Soon Ong} and {Weiping Ding 001}},
publisher = {ACM},
booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.}
}
@inproceedings{conf/gecco/LimOP0Z19,
title = {Can route planning be smarter with transfer optimization?},
year = {2019},
booktitle = {GECCO (Companion)},
author = {{Ray Lim} and {Yew-Soon Ong} and {Phan Thi Hong Hanh} and {Abhishek Gupta 001} and {Nengsheng Allan Zhang}},
publisher = {ACM},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019.}
}
@inproceedings{conf/ictai/HeBO19,
title = {Manifold Regularized Stochastic Block Model.},
year = {2019},
booktitle = {ICTAI},
author = {{Tiantian He} and {Lu Bai 005} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {31st IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2019, Portland, OR, USA, November 4-6, 2019}
}
@article{journals/cim/HeGTTO19,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2019},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haibo He} and {Jon Garibaldi} and {Kay Chen Tan} and {Julian Togelius} and {Yew-Soon Ong}}
}
@article{journals/cogcom/GuptaO19,
title = {Back to the Roots: Multi-X Evolutionary Computation.},
year = {2019},
journal = {Cogn. Comput.},
author = {{Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-1909-06541,
title = {Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods.},
year = {2019},
journal = {CoRR},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Ziwei Yu} and {Jianfei Cai 001} and {Xiaobo Shen 001}}
}
@article{journals/corr/abs-1911-03849,
title = {Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy.},
year = {2019},
journal = {CoRR},
author = {{Xinghua Qu} and {Zhu Sun} and {Yew-Soon Ong} and {Pengfei Wei} and {Abhishek Gupta 001}}
}
@article{journals/corr/abs-1911-07693,
title = {A Multi-Task Gradient Descent Method for Multi-Label Learning.},
year = {2019},
journal = {CoRR},
author = {{Lu Bai 005} and {Yew-Soon Ong} and {Tiantian He} and {Abhishek Gupta 001}}
}
@article{journals/corr/abs-1911-08040,
title = {Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural Networks.},
year = {2019},
journal = {CoRR},
author = {{Alvin Chan} and {Yew-Soon Ong}}
}
@article{journals/kbs/DaOGFL19,
title = {Fast transfer Gaussian process regression with large-scale sources.},
year = {2019},
journal = {Knowl. Based Syst.},
author = {{Bingshui Da} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Liang Feng 001} and {Haitao Liu 002}}
}
@article{journals/kbs/LiuCOW19,
title = {Understanding and comparing scalable Gaussian process regression for big data.},
year = {2019},
journal = {Knowl. Based Syst.},
author = {{Haitao Liu 002} and {Jianfei Cai 001} and {Yew-Soon Ong} and {Yi Wang 006}}
}
@article{journals/memetic/FengGO19,
title = {Compressed representation for higher-level meme space evolution: a case study on big knapsack problems.},
year = {2019},
journal = {Memetic Comput.},
author = {{Liang Feng 001} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/soco/HaoLOHW19,
title = {Domination landscape in evolutionary algorithms and its applications.},
year = {2019},
journal = {Soft Comput.},
author = {{Guo-Sheng Hao} and {Meng-Hiot Lim} and {Yew-Soon Ong} and {Han Huang 002} and {Gai-Ge Wang}}
}
@article{journals/tcyb/DaGO19,
title = {Curbing Negative Influences Online for Seamless Transfer Evolutionary Optimization.},
year = {2019},
journal = {IEEE Trans. Cybern.},
author = {{Bingshui Da} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/tcyb/FengZZGOTQ19,
title = {Evolutionary Multitasking via Explicit Autoencoding.},
year = {2019},
journal = {IEEE Trans. Cybern.},
author = {{Liang Feng 001} and {Lei Zhou} and {Jinghui Zhong} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Kay Chen Tan} and {Alex Kai Qin}}
}
@article{journals/tcyb/GuoOZHSW19,
title = {Fisher Information Matrix of Unipolar Activation Function-Based Multilayer Perceptrons.},
year = {2019},
journal = {IEEE Trans. Cybern.},
author = {{Weili Guo} and {Yew-Soon Ong} and {Yingjiang Zhou} and {Jaime Rubio Hervas} and {Aiguo Song} and {Haikun Wei}}
}
@article{journals/tcyb/LuoGOW19,
title = {Evolutionary Optimization of Expensive Multiobjective Problems With Co-Sub-Pareto Front Gaussian Process Surrogates.},
year = {2019},
journal = {IEEE Trans. Cybern.},
author = {{Jianping Luo} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Zhenkun Wang}}
}
@article{journals/tec/LiOGW19,
title = {Evolutionary Multitasking Sparse Reconstruction: Framework and Case Study.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Hao Li 009} and {Yew-Soon Ong} and {Maoguo Gong} and {Zhenkun Wang}}
}
@article{journals/tec/MinOGG19,
title = {Multiproblem Surrogates: Transfer Evolutionary Multiobjective Optimization of Computationally Expensive Problems.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Alan Tan Wei Min} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Chi Keong Goh}}
}
@article{journals/tec/WangOI19,
title = {On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Zhenkun Wang} and {Yew-Soon Ong} and {Hisao Ishibuchi}}
}
@article{journals/tec/WangOSGZ19,
title = {A Generator for Multiobjective Test Problems With Difficult-to-Approximate Pareto Front Boundaries.},
year = {2019},
journal = {IEEE Trans. Evol. Comput.},
author = {{Zhenkun Wang} and {Yew-Soon Ong} and {Jianyong Sun} and {Abhishek Gupta 001} and {Qingfu Zhang 001}}
}
@article{journals/tetci/Ong019,
title = {AIR5: Five Pillars of Artificial Intelligence Research.},
year = {2019},
journal = {IEEE Trans. Emerg. Top. Comput. Intell.},
author = {{Yew-Soon Ong} and {Abhishek Gupta 001}}
}
@article{journals/tnn/DengLOTCZ19,
title = {Domain Adaption via Feature Selection on Explicit Feature Map.},
year = {2019},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Wan-Yu Deng} and {Amaury Lendasse} and {Yew-Soon Ong} and {Ivor Wai-Hung Tsang} and {Lin Chen 005} and {Qing-Hua Zheng}}
}
@inproceedings{conf/aaai/DasPZO20,
title = {A Skip-Connected Evolving Recurrent Neural Network for Data Stream Classification under Label Latency Scenario.},
year = {2020},
booktitle = {AAAI},
author = {{Monidipa Das} and {Mahardhika Pratama} and {Jie Zhang 002} and {Yew-Soon Ong}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
}
@inproceedings{conf/atal/WeiQKLO20,
title = {Adaptive Knowledge Transfer based on Transfer Neural Kernel Network.},
year = {2020},
booktitle = {AAMAS},
author = {{Pengfei Wei} and {Xinghua Qu} and {Yiping Ke} and {Tze-Yun Leong} and {Yew-Soon Ong}},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS '20, Auckland, New Zealand, May 9-13, 2020}
}
@inproceedings{conf/cvpr/ChanTO20,
title = {What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients.},
year = {2020},
booktitle = {CVPR},
author = {{Alvin Chan} and {Yi Tay} and {Yew-Soon Ong}},
publisher = {Computer Vision Foundation / IEEE},
booktitle = {2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020}
}
@inproceedings{conf/cvpr/ZhanX0OL20,
title = {Online Deep Clustering for Unsupervised Representation Learning.},
year = {2020},
booktitle = {CVPR},
author = {{Xiaohang Zhan} and {Jiahao Xie 002} and {Ziwei Liu 002} and {Yew-Soon Ong} and {Chen Change Loy}},
publisher = {Computer Vision Foundation / IEEE},
booktitle = {2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020}
}
@inproceedings{conf/emnlp/ChanTOZ20,
title = {Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder.},
year = {2020},
booktitle = {EMNLP (Findings)},
author = {{Alvin Chan} and {Yi Tay} and {Yew-Soon Ong} and {Aston Zhang}},
publisher = {Association for Computational Linguistics},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020.}
}
@inproceedings{conf/iclr/ChanTOF20,
title = {Jacobian Adversarially Regularized Networks for Robustness.},
year = {2020},
booktitle = {ICLR},
author = {{Alvin Chan} and {Yi Tay} and {Yew-Soon Ong} and {Jie Fu}},
publisher = {OpenReview.net},
booktitle = {8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020}
}
@inproceedings{conf/ssci/KattanDOA20,
title = {Genetic Programming Multitasking.},
year = {2020},
booktitle = {SSCI},
author = {{Ahmed Kattan} and {Faiyaz Doctor} and {Yew-Soon Ong} and {Alexandros Agapitos}},
publisher = {IEEE},
booktitle = {2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020}
}
@article{journals/cim/HeGTTJO20a,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2020},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haibo He} and {Jon Garibaldi} and {Kay Chen Tan} and {Julian Togelius} and {Yaochu Jin} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2001-08412,
title = {Relational Thematic Clustering with Mutually Preferred Neighbors.},
year = {2020},
journal = {CoRR},
author = {{Tiantian He} and {Lu Bai 005} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2004-13303,
title = {Heterogeneous Representation Learning: A Review.},
year = {2020},
journal = {CoRR},
author = {{Joey Tianyi Zhou} and {Xi Peng 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2008-06199,
title = {Defending Adversarial Attacks without Adversarial Attacks in Deep Reinforcement Learning.},
year = {2020},
journal = {CoRR},
author = {{Xinghua Qu} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Zhu Sun}}
}
@article{journals/eaai/HanHOZ20,
title = {Precise object detection using adversarially augmented local/global feature fusion.},
year = {2020},
journal = {Eng. Appl. Artif. Intell.},
author = {{Xiaobing Han} and {Tiantian He} and {Yew-Soon Ong} and {Yanfei Zhong}}
}
@article{journals/ijon/AshfahaniPLO20,
title = {DEVDAN: Deep evolving denoising autoencoder.},
year = {2020},
journal = {Neurocomputing},
author = {{Andri Ashfahani} and {Mahardhika Pratama} and {Edwin Lughofer} and {Yew-Soon Ong}}
}
@article{journals/jaihc/ValdiviaMCLCOH20,
title = {What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules.},
year = {2020},
journal = {J. Ambient Intell. Humaniz. Comput.},
author = {{Ana Valdivia} and {Eugenio Martínez-Cámara} and {Iti Chaturvedi} and {María Victoria Luzón} and {Erik Cambria} and {Yew-Soon Ong} and {Francisco Herrera}}
}
@article{journals/memetic/BaiOHG20,
title = {Multi-task gradient descent for multi-task learning.},
year = {2020},
journal = {Memetic Comput.},
author = {{Lu Bai 005} and {Yew-Soon Ong} and {Tiantian He} and {Abhishek Gupta 001}}
}
@article{journals/tcyb/HeLKCO20,
title = {Contextual Correlation Preserving Multiview Featured Graph Clustering.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Tiantian He} and {Yang Liu 007} and {Tobey H. Ko} and {Keith C. C. Chan} and {Yew-Soon Ong}}
}
@article{journals/tec/BaliOGT20,
title = {Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II.},
year = {2020},
journal = {IEEE Trans. Evol. Comput.},
author = {{Kavitesh Kumar Bali} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Puay Siew Tan}}
}
@article{journals/tnn/00030OT0P20,
title = {Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Weiwei Liu 003} and {Xiaobo Shen 001} and {Yew-Soon Ong} and {Ivor W. Tsang} and {Chen Gong 002} and {Vladimir Pavlovic 001}}
}
@article{journals/tnn/LiuOSC20,
title = {When Gaussian Process Meets Big Data: A Review of Scalable GPs.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Xiaobo Shen 001} and {Jianfei Cai 001}}
}
@article{journals/tnn/XuSTO0020,
title = {Survey on Multi-Output Learning.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Donna Xu} and {Yaxin Shi} and {Ivor W. Tsang} and {Yew-Soon Ong} and {Chen Gong 002} and {Xiaobo Shen 001}}
}
@article{journals/tsmc/ZhongFCO20,
title = {Multifactorial Genetic Programming for Symbolic Regression Problems.},
year = {2020},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Jinghui Zhong} and {Liang Feng 001} and {Wentong Cai 001} and {Yew-Soon Ong}}
}
@inproceedings{conf/chil/ChanKOWLP21,
title = {RNA alternative splicing prediction with discrete compositional energy network.},
year = {2021},
booktitle = {CHIL},
author = {{Alvin Chan} and {Anna Korsakova} and {Yew-Soon Ong} and {Fernaldo Richtia Winnerdy} and {Kah Wai Lim} and {Anh Tuan Phan}},
publisher = {ACM},
booktitle = {ACM CHIL '21: ACM Conference on Health, Inference, and Learning, Virtual Event, USA, April 8-9, 2021}
}
@inproceedings{conf/iclr/ChanOPZF21,
title = {CoCon: A Self-Supervised Approach for Controlled Text Generation.},
year = {2021},
booktitle = {ICLR},
author = {{Alvin Chan} and {Yew-Soon Ong} and {Bill Pung} and {Aston Zhang} and {Jie Fu}},
publisher = {OpenReview.net},
booktitle = {9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021}
}
@inproceedings{conf/iscas/ChongGOND21,
title = {An Energy-Efficient Convolution Unit for Depthwise Separable Convolutional Neural Networks.},
year = {2021},
booktitle = {ISCAS},
author = {{Yi Sheng Chong} and {Wang Ling Goh} and {Yew Soon Ong} and {Vishnu P. Nambiar} and {Anh Tuan Do}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Circuits and Systems, ISCAS 2021, Daegu, South Korea, May 22-28, 2021}
}
@inproceedings{conf/nips/HeOB21,
title = {Learning Conjoint Attentions for Graph Neural Nets.},
year = {2021},
booktitle = {NeurIPS},
author = {{Tiantian He} and {Yew Soon Ong} and {Lu Bai 005}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@inproceedings{conf/nips/XieZLOL21,
title = {Unsupervised Object-Level Representation Learning from Scene Images.},
year = {2021},
booktitle = {NeurIPS},
author = {{Jiahao Xie 002} and {Xiaohang Zhan} and {Ziwei Liu 002} and {Yew Soon Ong} and {Chen Change Loy}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@inproceedings{conf/vlsi/ChongGOND21,
title = {Efficient Implementation of Activation Functions for LSTM accelerators.},
year = {2021},
booktitle = {VLSI-SoC},
author = {{Yi Sheng Chong} and {Wang Ling Goh} and {Yew Soon Ong} and {Vishnu P. Nambiar} and {Anh Tuan Do}},
publisher = {IEEE},
booktitle = {29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Singapore, Singapore, October 4-7, 2021}
}
@article{journals/access/LimZGOZ21,
title = {Solution Representation Learning in Multi-Objective Transfer Evolutionary Optimization.},
year = {2021},
journal = {IEEE Access},
author = {{Ray Lim} and {Lei Zhou} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Allan N. Zhang}}
}
@article{journals/cim/FengWOTJ21,
title = {[Guest Editorial].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Liang Feng 001} and {Handing Wang} and {Yew-Soon Ong} and {Kay Chen Tan} and {Yaochu Jin}}
}
@article{journals/cim/HeCTJOA21,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haibo He} and {Carlos A. Coello Coello} and {Julian Togelius} and {Yaochu Jin} and {Yew-Soon Ong} and {Hussein A. Abbass}}
}
@article{journals/cim/HeGCTJOA21,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Haibo He} and {Jon Garibaldi} and {Carlos A. Coello Coello} and {Julian Togelius} and {Yaochu Jin} and {Yew-Soon Ong} and {Hussein A. Abbass}}
}
@article{journals/cim/WongGO21,
title = {Can Transfer Neuroevolution Tractably Solve Your Differential Equations?},
year = {2021},
journal = {IEEE Comput. Intell. Mag.},
author = {{Jian Cheng Wong} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/cogcom/LimGOFZ21,
title = {Non-linear Domain Adaptation in Transfer Evolutionary Optimization.},
year = {2021},
journal = {Cogn. Comput.},
author = {{Ray Lim} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Liang Feng 001} and {Allan N. Zhang}}
}
@article{journals/cogcom/PoriaSLB21,
title = {Affect Recognition for Multimodal Natural Language Processing.},
year = {2021},
journal = {Cogn. Comput.},
author = {{Soujanya Poria} and {Yew-Soon Ong} and {Bing Liu 001} and {Lidong Bing}}
}
@article{journals/corr/abs-2102-03147,
title = {Graph Joint Attention Networks.},
year = {2021},
journal = {CoRR},
author = {{Tiantian He} and {Lu Bai 005} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2102-11693,
title = {Multi-Space Evolutionary Search for Large-Scale Optimization.},
year = {2021},
journal = {CoRR},
author = {{Liang Feng 001} and {Qingxia Shang} and {Yaqing Hou} and {Kay Chen Tan} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2104-06677,
title = {Multi-Party Dual Learning.},
year = {2021},
journal = {CoRR},
author = {{Maoguo Gong} and {Yuan Gao} and {Yu Xie} and {A. Kai Qin} and {Ke Pan} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2109-09338,
title = {Learning in Sinusoidal Spaces with Physics-Informed Neural Networks.},
year = {2021},
journal = {CoRR},
author = {{Jian Cheng Wong} and {Chinchun Ooi} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2110-15832,
title = {CAN-PINN: A Fast Physics-Informed Neural Network Based on Coupled-Automatic-Numerical Differentiation Method.},
year = {2021},
journal = {CoRR},
author = {{Pao-Hsiung Chiu} and {Jian Cheng Wong} and {Chinchun Ooi} and {My Ha Dao} and {Yew-Soon Ong}}
}
@article{journals/ijon/HeOH21,
title = {Multi-source propagation aware network clustering☆.},
year = {2021},
journal = {Neurocomputing},
author = {{Tiantian He} and {Yew-Soon Ong} and {Pengwei Hu}}
}
@article{journals/isci/JiaoZLO21,
title = {Two-type weight adjustments in MOEA/D for highly constrained many-objective optimization.},
year = {2021},
journal = {Inf. Sci.},
author = {{Ruwang Jiao} and {Sanyou Zeng} and {Changhe Li} and {Yew-Soon Ong}}
}
@article{journals/pr/LiuOJW21,
title = {Modulating scalable Gaussian processes for expressive statistical learning.},
year = {2021},
journal = {Pattern Recognit.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Xiaomo Jiang} and {Xiaofang Wang}}
}
@article{journals/tamd/QuSOGW21,
title = {Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies.},
year = {2021},
journal = {IEEE Trans. Cogn. Dev. Syst.},
author = {{Xinghua Qu} and {Zhu Sun} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Pengfei Wei}}
}
@article{journals/tase/MinGO21,
title = {Generalizing Transfer Bayesian Optimization to Source-Target Heterogeneity.},
year = {2021},
journal = {IEEE Trans Autom. Sci. Eng.},
author = {{Alan Tan Wei Min} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/tcyb/BaliGOT21,
title = {Cognizant Multitasking in Multiobjective Multifactorial Evolution: MO-MFEA-II.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Kavitesh Kumar Bali} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Puay Siew Tan}}
}
@article{journals/tcyb/JiaoZLYO21,
title = {Handling Constrained Many-Objective Optimization Problems via Problem Transformation.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Ruwang Jiao} and {Sanyou Zeng} and {Changhe Li} and {Shengxiang Yang} and {Yew-Soon Ong}}
}
@article{journals/tcyb/ZhangOWX21,
title = {A Collaborative Multiagent Reinforcement Learning Method Based on Policy Gradient Potential.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Zhen Zhang 009} and {Yew-Soon Ong} and {Dongqing Wang} and {Binqiang Xue}}
}
@article{journals/tec/ZhouFGO21,
title = {Learnable Evolutionary Search Across Heterogeneous Problems via Kernelized Autoencoding.},
year = {2021},
journal = {IEEE Trans. Evol. Comput.},
author = {{Lei Zhou} and {Liang Feng 001} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/tnn/LiuOC21,
title = {Large-Scale Heteroscedastic Regression via Gaussian Process.},
year = {2021},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Jianfei Cai 001}}
}
@article{journals/tnn/WeiSKO21,
title = {Practical Multisource Transfer Regression With Source-Target Similarity Captures.},
year = {2021},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Pengfei Wei} and {Ramón Sagarna} and {Yiping Ke} and {Yew-Soon Ong}}
}
@article{journals/tsmc/HouOTZ21,
title = {Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Yaqing Hou} and {Yew-Soon Ong} and {Jing Tang 001} and {Yifeng Zeng}}
}
@inproceedings{conf/cec/LimGO22,
title = {An Initial Investigation of Data-Lean Transfer Evolutionary Optimization with Probabilistic Priors.},
year = {2022},
booktitle = {CEC},
author = {{Ray Lim} and {Abhishek Gupta 001} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/cec/XuZOZM22,
title = {A multifactorial differential evolution with hybrid global and local search strategies.},
year = {2022},
booktitle = {CEC},
author = {{Mingyu Xu} and {Yongjin Zheng} and {Yew-Soon Ong} and {Zexuan Zhu} and {Xiaoliang Ma}},
publisher = {IEEE},
booktitle = {IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/ijcai/ChanOT22,
title = {How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?},
year = {2022},
booktitle = {IJCAI},
author = {{Alvin Chan} and {Yew Soon Ong} and {Clement Tan}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.}
}
@inproceedings{conf/ijcai/ZhangSW0OQ22,
title = {Next Point-of-Interest Recommendation with Inferring Multi-step Future Preferences.},
year = {2022},
booktitle = {IJCAI},
author = {{Lu Zhang} and {Zhu Sun} and {Ziqing Wu} and {Jie Zhang 002} and {Yew Soon Ong} and {Xinghua Qu}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.}
}
@inproceedings{conf/ijcnn/NgocCBO22,
title = {Anti-Forensic Deepfake Personas and How To Spot Them.},
year = {2022},
booktitle = {IJCNN},
author = {{Nguyen Hong Ngoc} and {Alvin Chan} and {Huynh Thi Thanh Binh} and {Yew Soon Ong}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}
}
@inproceedings{conf/iscas/ChongGOND22,
title = {0.08mm2 128nW MFCC Engine for Ultra-low Power, Always-on Smart Sensing Applications.},
year = {2022},
booktitle = {ISCAS},
author = {{Yi Sheng Chong} and {Wang Ling Goh} and {Yew Soon Ong} and {Vishnu P. Nambiar} and {Anh Tuan Do}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Circuits and Systems, ISCAS 2022, Austin, TX, USA, May 27 - June 1, 2022}
}
@inproceedings{conf/iscas/ChongGOND22a,
title = {Recovering Accuracy of RRAM-based CIM for Binarized Neural Network via Chip-in-the-loop Training.},
year = {2022},
booktitle = {ISCAS},
author = {{Yi Sheng Chong} and {Wang Ling Goh} and {Yew Soon Ong} and {Vishnu P. Nambiar} and {Anh Tuan Do}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Circuits and Systems, ISCAS 2022, Austin, TX, USA, May 27 - June 1, 2022}
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@inproceedings{conf/kdd/QuO0WSM22,
title = {Importance Prioritized Policy Distillation.},
year = {2022},
booktitle = {KDD},
author = {{Xinghua Qu} and {Yew Soon Ong} and {Abhishek Gupta 001} and {Pengfei Wei} and {Zhu Sun} and {Zejun Ma}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/kdd/QuWGSOM22,
title = {Synthesising Audio Adversarial Examples for Automatic Speech Recognition.},
year = {2022},
booktitle = {KDD},
author = {{Xinghua Qu} and {Pengfei Wei} and {Mingyong Gao} and {Zhu Sun} and {Yew Soon Ong} and {Zejun Ma}},
publisher = {ACM},
booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}
}
@inproceedings{conf/nips/Fu0OT22,
title = {Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction.},
year = {2022},
booktitle = {NeurIPS},
author = {{Qiancheng Fu} and {Qingshan Xu 001} and {Yew Soon Ong} and {Wenbing Tao}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/sigir/Sun0F0QO22,
title = {Revisiting Bundle Recommendation: Datasets, Tasks, Challenges and Opportunities for Intent-aware Product Bundling.},
year = {2022},
booktitle = {SIGIR},
author = {{Zhu Sun} and {Jie Yang 028} and {Kaidong Feng} and {Hui Fang 002} and {Xinghua Qu} and {Yew Soon Ong}},
publisher = {ACM},
booktitle = {SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}
}
@inproceedings{conf/ssci/GuptaLOO22,
title = {Tightening Regret Bounds for Scalable Transfer Optimization with Gaussian Process Surrogates.},
year = {2022},
booktitle = {SSCI},
author = {{Abhishek Gupta 001} and {Ray Lim} and {Chin Chun Ooi} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2022, Singapore, December 4-7, 2022}
}
@article{journals/cim/GuptaZOCH22,
title = {Half a Dozen Real-World Applications of Evolutionary Multitasking, and More.},
year = {2022},
journal = {IEEE Comput. Intell. Mag.},
author = {{Abhishek Gupta 001} and {Lei Zhou} and {Yew-Soon Ong} and {Zefeng Chen} and {Yaqing Hou}}
}
@article{journals/cim/SongGCYO22,
title = {CIS Publication Spotlight.},
year = {2022},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yongduan Song} and {Jon Garibaldi} and {Carlos A. Coello Coello} and {Georgios N. Yannakakis} and {Yew Soon Ong}}
}
@article{journals/cim/SongGCYTOA22a,
title = {CIS Publication Spotlight [Publication Spotlight].},
year = {2022},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yongduan Song} and {Jon Garibaldi} and {Carlos A. Coello Coello} and {Georgios N. Yannakakis} and {Huajin Tang} and {Yew Soon Ong} and {Hussein A. Abbass}}
}
@article{journals/corr/abs-2202-12636,
title = {Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains.},
year = {2022},
journal = {CoRR},
author = {{Haitao Liu 002} and {Kai Wu 004} and {Yew-Soon Ong} and {Xiaomo Jiang} and {Xiaofang Wang}}
}
@article{journals/corr/abs-2203-10844,
title = {Lean Evolutionary Reinforcement Learning by Multitasking with Importance Sampling.},
year = {2022},
journal = {CoRR},
author = {{Nick Zhang} and {Abhishek Gupta 001} and {Zefeng Chen} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2205-00671,
title = {Jack and Masters of All Trades: One-Pass Learning of a Set of Model Sets from Foundation Models.},
year = {2022},
journal = {CoRR},
author = {{Han Xiang Choong} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Ray Lim}}
}
@article{journals/corr/abs-2205-03824,
title = {A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges.},
year = {2022},
journal = {CoRR},
author = {{Zhenghua Chen} and {Min Wu 008} and {Alvin Chan} and {Xiaoli Li 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2205-09573,
title = {Jacobian Granger Causal Neural Networks for Analysis of Stationary and Nonstationary Data.},
year = {2022},
journal = {CoRR},
author = {{Suryadi} and {Yew-Soon Ong} and {Lock Yue Chew}}
}
@article{journals/corr/abs-2209-00472,
title = {A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals.},
year = {2022},
journal = {CoRR},
author = {{Zhu Sun} and {Yu Lei} and {Lu Zhang 039} and {Chen Li} and {Yew-Soon Ong} and {Jie Zhang 002}}
}
@article{journals/corr/abs-2210-07715,
title = {Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning.},
year = {2022},
journal = {CoRR},
author = {{Tiantian He} and {Haicang Zhou} and {Yew-Soon Ong} and {Gao Cong}}
}
@article{journals/corr/abs-2212-07624,
title = {JAX-Accelerated Neuroevolution of Physics-informed Neural Networks: Benchmarks and Experimental Results.},
year = {2022},
journal = {CoRR},
author = {{Nicholas Wei Yong Sung} and {Jian Cheng Wong} and {Pao-Hsiung Chiu} and {Abhishek Gupta 001} and {Chinchun Ooi} and {Yew-Soon Ong}}
}
@article{journals/ijcv/XieZLOL22,
title = {Delving into Inter-Image Invariance for Unsupervised Visual Representations.},
year = {2022},
journal = {Int. J. Comput. Vis.},
author = {{Jiahao Xie 002} and {Xiaohang Zhan} and {Ziwei Liu 002} and {Yew-Soon Ong} and {Chen Change Loy}}
}
@article{journals/ijns/ZhangZRPZNO22,
title = {A Layered Spiking Neural System for Classification Problems.},
year = {2022},
journal = {Int. J. Neural Syst.},
author = {{Gexiang Zhang} and {Xihai Zhang} and {Haina Rong} and {Prithwineel Paul} and {Ming Zhu} and {Ferrante Neri} and {Yew-Soon Ong}}
}
@article{journals/tcsv/ZhangGXQLGO22,
title = {Influence-Aware Attention Networks for Anomaly Detection in Surveillance Videos.},
year = {2022},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Sijia Zhang} and {Maoguo Gong} and {Yu Xie} and {A. Kai Qin} and {Hao Li 009} and {Yuan Gao} and {Yew-Soon Ong}}
}
@article{journals/tcyb/BaiLGO22,
title = {From Multitask Gradient Descent to Gradient-Free Evolutionary Multitasking: A Proof of Faster Convergence.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Lu Bai 005} and {Wu Lin} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/tcyb/FengZLOT22,
title = {Solving Dynamic Multiobjective Problem via Autoencoding Evolutionary Search.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Liang Feng 001} and {Wei Zhou} and {Weichen Liu} and {Yew-Soon Ong} and {Kay Chen Tan}}
}
@article{journals/tcyb/GuoOHL22,
title = {Co-Learning Bayesian Optimization.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Zhendong Guo} and {Yew-Soon Ong} and {Tiantian He} and {Haitao Liu 002}}
}
@article{journals/tcyb/HeBO22,
title = {Vicinal Vertex Allocation for Matrix Factorization in Networks.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Tiantian He} and {Lu Bai 005} and {Yew-Soon Ong}}
}
@article{journals/tcyb/LiuOJW22,
title = {Deep Latent-Variable Kernel Learning.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Xiaomo Jiang} and {Xiaofang Wang}}
}
@article{journals/tcyb/LiuOY0022,
title = {Scalable Gaussian Process Classification With Additive Noise for Non-Gaussian Likelihoods.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Haitao Liu 002} and {Yew-Soon Ong} and {Ziwei Yu} and {Jianfei Cai 001} and {Xiaobo Shen 001}}
}
@article{journals/tcyb/QuOG22,
title = {Frame-Correlation Transfers Trigger Economical Attacks on Deep Reinforcement Learning Policies.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Xinghua Qu} and {Yew-Soon Ong} and {Abhishek Gupta 001}}
}
@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/YuanLOH22,
title = {Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Jiawei Yuan} and {Hai-Lin Liu 001} and {Yew-Soon Ong} and {Zhaoshui He}}
}
@article{journals/tec/ZhangGCO22,
title = {Evolutionary Machine Learning With Minions: A Case Study in Feature Selection.},
year = {2022},
journal = {IEEE Trans. Evol. Comput.},
author = {{Nick Zhang} and {Abhishek Gupta 001} and {Zefeng Chen} and {Yew-Soon Ong}}
}
@article{journals/tits/FengHTGTTO22,
title = {Towards Faster Vehicle Routing by Transferring Knowledge From Customer Representation.},
year = {2022},
journal = {IEEE Trans. Intell. Transp. Syst.},
author = {{Liang Feng 001} and {Yuxiao Huang} and {Ivor W. Tsang} and {Abhishek Gupta 001} and {Ke Tang 001} and {Kay Chen Tan} and {Yew-Soon Ong}}
}
@article{journals/tkde/WeiSKO22,
title = {Easy-But-Effective Domain Sub-Similarity Learning for Transfer Regression.},
year = {2022},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Pengfei Wei} and {Ramón Sagarna} and {Yiping Ke} and {Yew-Soon Ong}}
}
@article{journals/tnn/ChanMJOXXL22,
title = {Breaking Neural Reasoning Architectures With Metamorphic Relation-Based Adversarial Examples.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Alvin Chan} and {Lei Ma 003} and {Felix Juefei-Xu} and {Yew-Soon Ong} and {Xiaofei Xie} and {Minhui Xue} and {Yang Liu 003}}
}
@inproceedings{conf/gecco/SungWO0CO23,
title = {Neuroevolution of Physics-Informed Neural Nets: Benchmark Problems and Comparative Results.},
year = {2023},
booktitle = {GECCO Companion},
author = {{Nicholas Sung} and {Jian Cheng Wong} and {Chin Chun Ooi} and {Abhishek Gupta 001} and {Pao-Hsiung Chiu} and {Yew-Soon Ong}},
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/icde/Wu0SGKO23,
title = {A Generic Reinforced Explainable Framework with Knowledge Graph for Session-based Recommendation.},
year = {2023},
booktitle = {ICDE},
author = {{Huizi Wu} and {Hui Fang 002} and {Zhu Sun} and {Cong Geng} and {Xinyu Kong} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023}
}
@inproceedings{conf/iclr/0002LZ0OL23,
title = {Masked Frequency Modeling for Self-Supervised Visual Pre-Training.},
year = {2023},
booktitle = {ICLR},
author = {{Jiahao Xie 002} and {Wei Li} and {Xiaohang Zhan} and {Ziwei Liu 002} and {Yew-Soon Ong} and {Chen Change Loy}},
publisher = {OpenReview.net},
booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023}
}
@inproceedings{conf/ijcnn/WongCODO23,
title = {LSA-PINN: Linear Boundary Connectivity Loss for Solving PDEs on Complex Geometry.},
year = {2023},
booktitle = {IJCNN},
author = {{Jian Cheng Wong} and {Pao-Hsiung Chiu} and {Chinchun Ooi} and {My Ha Dao} and {Yew-Soon Ong}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023}
}
@inproceedings{conf/pakdd/WangZSO23,
title = {Meta-learning Enhanced Next POI Recommendation by Leveraging Check-ins from Auxiliary Cities.},
year = {2023},
booktitle = {PAKDD (3)},
author = {{Jinze Wang} and {Lu Zhang} and {Zhu Sun} and {Yew-Soon Ong}},
publisher = {Springer},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part III}
}
@inproceedings{conf/recsys/SunSSZO23,
title = {Disentangling Motives behind Item Consumption and Social Connection for Mutually-enhanced Joint Prediction.},
year = {2023},
booktitle = {RecSys},
author = {{Youchen Sun} and {Zhu Sun} and {Xiao Sha} and {Jie Zhang 002} and {Yew Soon Ong}},
publisher = {ACM},
booktitle = {Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023}
}
@inproceedings{conf/sigir/QuLS0OLM23,
title = {Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions and Prospects.},
year = {2023},
booktitle = {SIGIR},
author = {{Xinghua Qu} and {Hongyang Liu} and {Zhu Sun} and {Xiang Yin 006} and {Yew Soon Ong} and {Lu Lu 015} and {Zejun Ma}},
publisher = {ACM},
booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023}
}
@article{journals/corr/abs-2302-14509,
title = {Policy Dispersion in Non-Markovian Environment.},
year = {2023},
journal = {CoRR},
author = {{Bohao Qu} and {Xiaofeng Cao 002} and {Jielong Yang} and {Hechang Chen} and {Yi Chang 001} and {Ivor W. Tsang} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2304-02350,
title = {Unfolded Self-Reconstruction LSH: Towards Machine Unlearning in Approximate Nearest Neighbour Search.},
year = {2023},
journal = {CoRR},
author = {{Kim Yong Tan} and {Yueming Lyu} and {Yew Soon Ong} and {Ivor W. Tsang}}
}
@article{journals/corr/abs-2304-13267,
title = {Bayesian Federated Learning: A Survey.},
year = {2023},
journal = {CoRR},
author = {{Longbing Cao} and {Hui Chen 026} and {Xuhui Fan 001} and {João Gama 001} and {Yew-Soon Ong} and {Vipin Kumar 001}}
}
@article{journals/corr/abs-2305-16347,
title = {Prompt Evolution for Generative AI: A Classifier-Guided Approach.},
year = {2023},
journal = {CoRR},
author = {{Melvin Wong} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Kavitesh Kumar Bali} and {Caishun Chen}}
}
@article{journals/corr/abs-2306-14690,
title = {Data-Driven Chance-Constrained Multiple-Choice Knapsack Problem: Model, Algorithms, and Applications.},
year = {2023},
journal = {CoRR},
author = {{Xuanfeng Li} and {Shengcai Liu} and {Jin Wang} and {Xiao Chen} and {Yew-Soon Ong} and {Ke Tang 001}}
}
@article{journals/corr/abs-2308-14012,
title = {Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization.},
year = {2023},
journal = {CoRR},
author = {{Wenjie Chen} and {Shengcai Liu} and {Yew-Soon Ong} and {Ke Tang 001}}
}
@article{journals/corr/abs-2309-13042,
title = {MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation.},
year = {2023},
journal = {CoRR},
author = {{Jiahao Xie 002} and {Wei Li} and {Xiangtai Li} and {Ziwei Liu 002} and {Yew Soon Ong} and {Chen Change Loy}}
}
@article{journals/corr/abs-2310-19046,
title = {Large Language Models as Evolutionary Optimizers.},
year = {2023},
journal = {CoRR},
author = {{Shengcai Liu} and {Caishun Chen} and {Xinghua Qu} and {Ke Tang 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2312-03243,
title = {Generalizable Neural Physics Solvers by Baldwinian Evolution.},
year = {2023},
journal = {CoRR},
author = {{Jian Cheng Wong} and {Chin Chun Ooi} and {Abhishek Gupta 001} and {Pao-Hsiung Chiu} and {Joshua Shao Zheng Low} and {My Ha Dao} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2312-07552,
title = {Large Language Models for Intent-Driven Session Recommendations.},
year = {2023},
journal = {CoRR},
author = {{Zhu Sun} and {Hongyang Liu} and {Xinghua Qu} and {Kaidong Feng} and {Yan Wang} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2312-11577,
title = {PR-NeuS: A Prior-based Residual Learning Paradigm for Fast Multi-view Neural Surface Reconstruction.},
year = {2023},
journal = {CoRR},
author = {{Jianyao Xu} and {Qingshan Xu 001} and {Xinyao Liao} and {Wanjuan Su} and {Chen Zhang} and {Yew-Soon Ong} and {Wenbing Tao}}
}
@article{journals/corr/abs-2312-14713,
title = {Inverse Transfer Multiobjective Optimization.},
year = {2023},
journal = {CoRR},
author = {{Jiao Liu} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/corr/abs-2312-16262,
title = {Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation.},
year = {2023},
journal = {CoRR},
author = {{Zhu Sun} and {Kaidong Feng} and {Jie Yang 028} and {Xinghua Qu} and {Hui Fang 002} and {Yew-Soon Ong} and {Wenyuan Liu}}
}
@article{journals/iotj/GaoOGJZW23,
title = {Breaking Hardware Boundaries of IoT Devices via Inverse Feature Completion.},
year = {2023},
journal = {IEEE Internet Things J.},
author = {{Yuan Gao} and {Yew-Soon Ong} and {Maoguo Gong} and {Fenlong Jiang} and {Yuanqiao Zhang} and {Shanfeng Wang}}
}
@article{journals/tcyb/GuoLOQZZ23,
title = {Generative Multiform Bayesian Optimization.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Zhendong Guo} and {Haitao Liu 002} and {Yew-Soon Ong} and {Xinghua Qu} and {Yuzhe Zhang} and {Jianmin Zheng}}
}
@article{journals/tcyb/WangZOYLL23,
title = {Choose Appropriate Subproblems for Collaborative Modeling in Expensive Multiobjective Optimization.},
year = {2023},
journal = {IEEE Trans. Cybern.},
author = {{Zhenkun Wang} and {Qingfu Zhang 001} and {Yew-Soon Ong} and {Shunyu Yao} and {Haitao Liu 002} and {Jianping Luo}}
}
@article{journals/tai/FengSHTO23,
title = {Multispace Evolutionary Search for Large-Scale Optimization With Applications to Recommender Systems.},
year = {2023},
month = {February},
journal = {IEEE Trans. Artif. Intell.},
author = {{Liang Feng 001} and {Qingxia Shang} and {Yaqing Hou} and {Kay Chen Tan} and {Yew-Soon Ong}}
}
@article{journals/pami/WeiVQOM23,
title = {Transfer Kernel Learning for Multi-Source Transfer Gaussian Process Regression.},
year = {2023},
month = {March},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Pengfei Wei} and {Thanh Vinh Vo} and {Xinghua Qu} and {Yew Soon Ong} and {Zejun Ma}}
}
@article{journals/tcyb/LuoWMO23,
title = {GrpAvoid: Multigroup Collision-Avoidance Control and Optimization for UAV Swarm.},
year = {2023},
month = {March},
journal = {IEEE Trans. Cybern.},
author = {{Linbo Luo} and {Xinyu Wang} and {Jianfeng Ma 001} and {Yew-Soon Ong}}
}
@article{journals/pr/ShenOMPLZ23,
title = {Compact network embedding for fast node classification.},
year = {2023},
month = {April},
journal = {Pattern Recognit.},
author = {{Xiaobo Shen 001} and {Yew-Soon Ong} and {Zheng Mao} and {Shirui Pan} and {Weiwei Liu 003} and {Yuhui Zheng}}
}
@article{journals/cim/ChenWCLO23,
title = {Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges [Review Article].},
year = {2023},
month = {May},
journal = {IEEE Comput. Intell. Mag.},
author = {{Zhenghua Chen} and {Min Wu 008} and {Alvin Chan} and {Xiaoli Li 001} and {Yew-Soon Ong}}
}
@article{journals/tcyb/GaoGXQPO23,
title = {Multiparty Dual Learning.},
year = {2023},
month = {May},
journal = {IEEE Trans. Cybern.},
author = {{Yuan Gao} and {Maoguo Gong} and {Yu Xie} and {A. Kai Qin} and {Ke Pan} and {Yew-Soon Ong}}
}
@article{journals/pami/WeiKOM23,
title = {Adaptive Transfer Kernel Learning for Transfer Gaussian Process Regression.},
year = {2023},
month = {June},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Pengfei Wei} and {Yiping Ke} and {Yew-Soon Ong} and {Zejun Ma}}
}
@article{journals/tkde/TaoZCTZXLO23,
title = {Learning From Ideography and Labels: A Schema-Aware Radical-Guided Associative Model for Chinese Text Classification.},
year = {2023},
month = {June},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Hanqing Tao} and {Guanqi Zhu} and {Enhong Chen} and {Shiwei Tong} and {Kun Zhang 015} and {Tong Xu 001} and {Qi Liu 003} and {Yew-Soon Ong}}
}
@article{journals/pami/SunFYQLYOZ23,
title = {DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation.},
year = {2023},
month = {July},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Zhu Sun} and {Hui Fang 002} and {Jie Yang 028} and {Xinghua Qu} and {Hongyang Liu} and {Di Yu} and {Yew-Soon Ong} and {Jie Zhang 002}}
}
@article{journals/cim/ChoongOGCL23,
title = {Jack and Masters of all Trades: One-Pass Learning Sets of Model Sets From Large Pre-Trained Models.},
year = {2023},
month = {August},
journal = {IEEE Comput. Intell. Mag.},
author = {{Han Xiang Choong} and {Yew-Soon Ong} and {Abhishek Gupta 001} and {Caishun Chen} and {Ray Lim}}
}
@article{journals/tamd/ZhangGCO23,
title = {Multitask Neuroevolution for Reinforcement Learning With Long and Short Episodes.},
year = {2023},
month = {September},
journal = {IEEE Trans. Cogn. Dev. Syst.},
author = {{Nick Zhang} and {Abhishek Gupta 001} and {Zefeng Chen} and {Yew-Soon Ong}}
}
@article{journals/tnn/QuGOS23,
title = {Adversary Agnostic Robust Deep Reinforcement Learning.},
year = {2023},
month = {September},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xinghua Qu} and {Abhishek Gupta 001} and {Yew-Soon Ong} and {Zhu Sun}}
}
@article{journals/tcyb/ShakeriMGO23,
title = {Scalable Transfer Evolutionary Optimization: Coping With Big Task Instances.},
year = {2023},
month = {October},
journal = {IEEE Trans. Cybern.},
author = {{Mojtaba Shakeri} and {Erfan Miahi} and {Abhishek Gupta 001} and {Yew-Soon Ong}}
}
@article{journals/tcyb/XieLGQOH23,
title = {Semisupervised Graph Neural Networks for Graph Classification.},
year = {2023},
month = {October},
journal = {IEEE Trans. Cybern.},
author = {{Yu Xie} and {Yanfeng Liang} and {Maoguo Gong} and {A. Kai Qin} and {Yew-Soon Ong} and {Tiantian He}}
}
@article{journals/tsmc/LiuWOBJW23,
title = {Learning Multitask Gaussian Process Over Heterogeneous Input Domains.},
year = {2023},
month = {October},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Haitao Liu 002} and {Kai Wu 004} and {Yew-Soon Ong} and {Chao Bian 007} and {Xiaomo Jiang} and {Xiaofang Wang}}
}
@article{journals/pami/GongGWZQO23,
title = {Heterogeneous Multi-Party Learning With Data-Driven Network Sampling.},
year = {2023},
month = {November},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Maoguo Gong} and {Yuan Gao} and {Yue Wu 004} and {Yuanqiao Zhang} and {Alex Kai Qin} and {Yew-Soon Ong}}
}
@article{journals/tnn/DongHFTTO23,
title = {A Cell-Based Fast Memetic Algorithm for Automated Convolutional Neural Architecture Design.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Junwei Dong} and {Boyu Hou} and {Liang Feng 001} and {Huajin Tang} and {Kay Chen Tan} and {Yew-Soon Ong}}
}
@inproceedings{conf/aaai/00050LHTWZO24,
title = {Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation.},
year = {2024},
booktitle = {AAAI},
author = {{Weiming Liu 005} and {Chaochao Chen 001} and {Xinting Liao} and {Mengling Hu} and {Yanchao Tan} and {Fan Wang} and {Xiaolin Zheng} and {Yew Soon Ong}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@inproceedings{conf/aaai/HuWH0WZO24,
title = {PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation.},
year = {2024},
booktitle = {AAAI},
author = {{Siyuan Hu} and {Zheng Wang} and {Peng Hu} and {Xi Peng 001} and {Jie Wu} and {Hongyuan Zhu} and {Yew Soon Ong}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@inproceedings{conf/aaai/TanCWYHOWT24,
title = {FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants.},
year = {2024},
booktitle = {AAAI},
author = {{Shanli Tan} and {Hao Cheng} and {Xiaohu Wu} and {Han Yu} and {Tiantian He} and {Yew Soon Ong} and {Chongjun Wang} and {Xiaofeng Tao}},
publisher = {AAAI Press},
booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada}
}
@article{journals/tois/SunLZLOZ24,
title = {A Multi-channel Next POI Recommendation Framework with Multi-granularity Check-in Signals.},
year = {2024},
month = {January},
journal = {ACM Trans. Inf. Syst.},
author = {{Zhu Sun} and {Yu Lei} and {Lu Zhang} and {Chen Li} and {Yew-Soon Ong} and {Jie Zhang 002}}
}
@article{journals/tois/YinFSO24,
title = {Understanding Diversity in Session-based Recommendation.},
year = {2024},
month = {January},
journal = {ACM Trans. Inf. Syst.},
author = {{Qing Yin} and {Hui Fang 002} and {Zhu Sun} and {Yew-Soon Ong}}
}
@article{journals/tcyb/ChenGZO24,
title = {Scaling Multiobjective Evolution to Large Data With Minions: A Bayes-Informed Multitask Approach.},
year = {2024},
month = {February},
journal = {IEEE Trans. Cybern.},
author = {{Zefeng Chen} and {Abhishek Gupta 001} and {Lei Zhou} and {Yew-Soon Ong}}
}
@article{journals/tnn/ShaSZO24,
title = {Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service.},
year = {2024},
month = {February},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xiao Sha} and {Zhu Sun} and {Jie Zhang 002} and {Yew-Soon Ong}}
}
@article{journals/tnn/ZhaoZO24,
title = {Word2Pix: Word to Pixel Cross-Attention Transformer in Visual Grounding.},
year = {2024},
month = {February},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Heng Zhao} and {Joey Tianyi Zhou} and {Yew-Soon Ong}}
}