% csauthors.net - beta - BibTeX bibliography of Leszek Rutkowski
@article{journals/pami/Rutkowski82,
title = {On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment.},
year = {1982},
journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
author = {{Leszek Rutkowski}}
}
@article{journals/pieee/GalkowskiR85,
title = {Nonparametric recovery of multivariate functions with applications to system identification.},
year = {1985},
journal = {Proc. IEEE},
author = {{Tomasz Galkowski} and {Leszek Rutkowski}}
}
@article{journals/prl/Rutkowski88,
title = {Sequential pattern recognition procedures derived from multiple Fourier series.},
year = {1988},
journal = {Pattern Recognit. Lett.},
author = {{Leszek Rutkowski}}
}
@article{journals/tit/Rutkowski91,
title = {Identification of MISO nonlinear regressions in the presence of a wide class of disturbances.},
year = {1991},
journal = {IEEE Trans. Inf. Theory},
author = {{Leszek Rutkowski}}
}
@article{journals/tsp/Rutkowski93,
title = {Multiple Fourier series procedures for extraction of nonlinear regressions from noisy data.},
year = {1993},
journal = {IEEE Trans. Signal Process.},
author = {{Leszek Rutkowski}}
}
@inproceedings{conf/icip/CierniakR96,
title = {Neural networks and semi-closed-loop predictive vector quantization for image compression.},
year = {1996},
booktitle = {ICIP (1)},
author = {{Robert Cierniak} and {Leszek Rutkowski}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings 1996 International Conference on Image Processing, Lausanne, Switzerland, September 16-19, 1996}
}
@inproceedings{conf/sip/RutkowskaRN99,
title = {On Processing of Noisy Data by Fuzzy Inference Neural Networks.},
year = {1999},
booktitle = {SIP},
author = {{Danuta Rutkowska} and {Leszek Rutkowski} and {Robert Nowicki}},
publisher = {IASTED/ACTA Press},
booktitle = {Signal and Image Processing (SIP), Proceedings of the IASTED International Conferences, October 18-21, 1999, Nassau, The Bahamas}
}
@article{journals/spic/CierniakR00,
title = {On image compression by competitive neural networks and optimal linear predictors.},
year = {2000},
journal = {Signal Process. Image Commun.},
author = {{Robert Cierniak} and {Leszek Rutkowski}}
}
@inproceedings{conf/fuzzIEEE/RutkowskiC01,
title = {A General Approach to Neuro-Fuzzy Systems.},
year = {2001},
booktitle = {FUZZ-IEEE},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka}},
publisher = {IEEE},
booktitle = {Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2-5, 2001}
}
@inproceedings{conf/ppam/StarczewskiR01,
title = {Connectionist Structures of Type 2 Fuzzy Inference Systems.},
year = {2001},
booktitle = {PPAM},
author = {{Janusz T. Starczewski} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Parallel Processing and Applied Mathematics, 4th International Conference, PPAM 2001 Naleczow, Poland, September 9-12, 2001, Revised Papers}
}
@inproceedings{conf/fskd/NowickiR02,
title = {Rough-Neuro-Fuzzy System for Classification.},
year = {2002},
booktitle = {FSKD},
author = {{Robert Nowicki} and {Leszek Rutkowski}},
booktitle = {FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, 2 Volumes, November 18-22, 2002, Orchid Country Club, Singapore}
}
@inproceedings{conf/fskd/SchererR02,
title = {Neuro-Fuzzy Relational Systems.},
year = {2002},
booktitle = {FSKD},
author = {{Rafal Scherer} and {Leszek Rutkowski}},
booktitle = {FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, 2 Volumes, November 18-22, 2002, Orchid Country Club, Singapore}
}
@inproceedings{conf/fskd/StarczewskiR02,
title = {Neuro-Fuzzy Inference Systems of Type 2.},
year = {2002},
booktitle = {FSKD},
author = {{Janusz T. Starczewski} and {Leszek Rutkowski}},
booktitle = {FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, 2 Volumes, November 18-22, 2002, Orchid Country Club, Singapore}
}
@article{journals/tnn/RutkowskiC03,
title = {Flexible neuro-fuzzy systems.},
year = {2003},
journal = {IEEE Trans. Neural Networks},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka}}
}
@article{journals/tnn/RutkowskiC03a,
title = {Errata to "Flexible neuro-fuzzy systems".},
year = {2003},
journal = {IEEE Trans. Neural Networks},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka}}
}
@inproceedings{conf/fuzzIEEE/RutkowskiC04,
title = {Neuro-fuzzy systems derived from quasi-triangular norms.},
year = {2004},
booktitle = {FUZZ-IEEE},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004.}
}
@inproceedings{conf/icaisc/CpalkaR04,
title = {Fuzzy Modelling with a Compromise Fuzzy Reasoning.},
year = {2004},
booktitle = {ICAISC},
author = {{Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings}
}
@inproceedings{conf/icaisc/SchererR04,
title = {Neuro-Fuzzy Relational Classifiers.},
year = {2004},
booktitle = {ICAISC},
author = {{Rafal Scherer} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings}
}
@article{journals/tnn/Rutkowski04,
title = {Generalized regression neural networks in time-varying environment.},
year = {2004},
journal = {IEEE Trans. Neural Networks},
author = {{Leszek Rutkowski}}
}
@article{journals/tnn/Rutkowski04a,
title = {Adaptive probabilistic neural networks for pattern classification in time-varying environment.},
year = {2004},
journal = {IEEE Trans. Neural Networks},
author = {{Leszek Rutkowski}}
}
@article{journals/tfs/RutkowskiC05,
title = {Designing and learning of adjustable quasi-triangular norms with applications to neuro-fuzzy systems.},
year = {2005},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka}}
}
@incollection{series/sci/SchererR05,
title = {Connectionist Fuzzy Relational Systems.},
year = {2005},
booktitle = {Computational Intelligence for Modelling and Prediction},
author = {{Rafal Scherer} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Computational Intelligence for Modelling and Prediction}
}
@inproceedings{conf/fuzzIEEE/CpalkaR06,
title = {A New Method for Designing and Reduction of Neuro-Fuzzy Systems.},
year = {2006},
booktitle = {FUZZ-IEEE},
author = {{Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2006, Vancouver, BC, Canada, July 16-21, 2006}
}
@inproceedings{conf/fuzzIEEE/KorytkowskiNRS06,
title = {Merging Ensemble of Neuro-Fuzzy Systems.},
year = {2006},
booktitle = {FUZZ-IEEE},
author = {{Marcin Korytkowski} and {Robert Nowicki} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2006, Vancouver, BC, Canada, July 16-21, 2006}
}
@inproceedings{conf/icaisc/GabryelR06,
title = {Evolutionary Learning of Mamdani-Type Neuro-fuzzy Systems.},
year = {2006},
booktitle = {ICAISC},
author = {{Marcin Gabryel} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings}
}
@inproceedings{conf/icaisc/KorytkowskiNRS06,
title = {Combining Logical-Type Neuro-fuzzy Systems.},
year = {2006},
booktitle = {ICAISC},
author = {{Marcin Korytkowski} and {Robert Nowicki} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings}
}
@inproceedings{conf/ijcnn/KorytkowskiRS06,
title = {On Combining Backpropagation with Boosting.},
year = {2006},
booktitle = {IJCNN},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@article{journals/cim/Rutkowski06,
title = {Family corner - Poland chapter.},
year = {2006},
journal = {IEEE Comput. Intell. Mag.},
author = {{Leszek Rutkowski}}
}
@inproceedings{conf/cidm/KorytkowskiRSD07,
title = {On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems.},
year = {2007},
booktitle = {CIDM},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer} and {Grzegorz Drozda}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007}
}
@inproceedings{conf/foci/CpalkaNR07,
title = {Rough-Neuro-Fuzzy Systems for Classification.},
year = {2007},
booktitle = {FOCI},
author = {{Krzysztof Cpalka} and {Robert Nowicki} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007}
}
@inproceedings{conf/ppam/SchererKNR07,
title = {Modular Rough Neuro-fuzzy Systems for Classification.},
year = {2007},
booktitle = {PPAM},
author = {{Rafal Scherer} and {Marcin Korytkowski} and {Robert Nowicki} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Parallel Processing and Applied Mathematics, 7th International Conference, PPAM 2007, Gdansk, Poland, September 9-12, 2007, Revised Selected Papers}
}
@article{journals/cim/Rutkowski07,
title = {Standards Standing Committee [Society Briefs].},
year = {2007},
journal = {IEEE Comput. Intell. Mag.},
author = {{Leszek Rutkowski}}
}
@book{books/daglib/0019849,
title = {Computational intelligence - methods and techniques.},
year = {2008},
publisher = {Springer},
author = {{Leszek Rutkowski}}
}
@inproceedings{conf/cisim/Rutkowski08,
title = {Neuro-Fuzzy Systems and their Applications.},
year = {2008},
booktitle = {CISIM},
author = {{Leszek Rutkowski}},
publisher = {IEEE Computer Society},
booktitle = {7th International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2008, Ostrava, Czech Republic, June 26-28, 2008}
}
@inproceedings{conf/fuzzIEEE/CpalkaR08,
title = {Evolutionary learning of flexible neuro-fuzzy systems.},
year = {2008},
booktitle = {FUZZ-IEEE},
author = {{Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2008, IEEE International Conference on Fuzzy Systems, Hong Kong, China, 1-6 June, 2008, Proceedings}
}
@inproceedings{conf/fuzzIEEE/KorytkowskiNSR08,
title = {Ensemble of rough-neuro-fuzzy systems for classification with missing features.},
year = {2008},
booktitle = {FUZZ-IEEE},
author = {{Marcin Korytkowski} and {Robert Nowicki} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2008, IEEE International Conference on Fuzzy Systems, Hong Kong, China, 1-6 June, 2008, Proceedings}
}
@inproceedings{conf/icaisc/CpalkaR08,
title = {An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems.},
year = {2008},
booktitle = {ICAISC},
author = {{Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}
}
@inproceedings{conf/icaisc/CpalkaRGR08,
title = {On Differential Stroke Diagnosis by Neuro-fuzzy Structures.},
year = {2008},
booktitle = {ICAISC},
author = {{Krzysztof Cpalka} and {Olga Yu. Rebrova} and {Tomasz Galkowski} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}
}
@inproceedings{conf/icaisc/GabryelR08,
title = {Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm.},
year = {2008},
booktitle = {ICAISC},
author = {{Marcin Gabryel} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}
}
@inproceedings{conf/icaisc/KorytkowskiGRD08,
title = {Evolutionary Methods to Create Interpretable Modular System.},
year = {2008},
booktitle = {ICAISC},
author = {{Marcin Korytkowski} and {Marcin Gabryel} and {Leszek Rutkowski} and {Stanislaw Drozda}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}
}
@inproceedings{conf/icaisc/KorytkowskiRS08,
title = {From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.},
year = {2008},
booktitle = {ICAISC},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings}
}
@incollection{series/asc/KorytkowskiRS08,
title = {On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.},
year = {2008},
booktitle = {Computer Recognition Systems 2},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Computer Recognition Systems 2}
}
@inproceedings{conf/icann/CpalkaRR09,
title = {A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis.},
year = {2009},
booktitle = {ICANN (2)},
author = {{Krzysztof Cpalka} and {Olga Yu. Rebrova} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part II}
}
@incollection{reference/complexity/RutkowskiCNPS09,
title = {Neuro-fuzzy Systems.},
year = {2009},
booktitle = {Encyclopedia of Complexity and Systems Science},
author = {{Leszek Rutkowski} and {Krzysztof Cpalka} and {Robert Nowicki} and {Agata Pokropinska} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Encyclopedia of Complexity and Systems Science}
}
@inproceedings{conf/fuzzIEEE/KorytkowskiNSR10,
title = {MICOG defuzzification rough-neuro-fuzzy system ensemble.},
year = {2010},
booktitle = {FUZZ-IEEE},
author = {{Marcin Korytkowski} and {Robert Nowicki} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings}
}
@inproceedings{conf/icaisc/CpalkaRE10,
title = {On Automatic Design of Neuro-fuzzy Systems.},
year = {2010},
booktitle = {ICAISC (1)},
author = {{Krzysztof Cpalka} and {Leszek Rutkowski} and {Meng Joo Er}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I}
}
@inproceedings{conf/icaisc/DuER10,
title = {An Efficient Adaptive Fuzzy Neural Network (EAFNN) Approach for Short Term Load Forecasting.},
year = {2010},
booktitle = {ICAISC (1)},
author = {{Juan Du} and {Meng Joo Er} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I}
}
@inproceedings{conf/icaisc/DuER10a,
title = {Fault Diagnosis of an Air-Handling Unit System Using a Dynamic Fuzzy-Neural Approach.},
year = {2010},
booktitle = {ICAISC (1)},
author = {{Juan Du} and {Meng Joo Er} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I}
}
@inproceedings{conf/icaisc/GabryelR10,
title = {Evolutionary Designing of Logic-Type Fuzzy Systems.},
year = {2010},
booktitle = {ICAISC (2)},
author = {{Marcin Gabryel} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artifical Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II}
}
@inproceedings{conf/icaisc/KorytkowskiRSS10,
title = {Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.},
year = {2010},
booktitle = {ICAISC (1)},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer} and {Arkadiusz Szarek}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I}
}
@inproceedings{conf/icaisc/RutkowskiPCE10,
title = {Online Speed Profile Generation for Industrial Machine Tool Based on Neuro-fuzzy Approach.},
year = {2010},
booktitle = {ICAISC (2)},
author = {{Leszek Rutkowski} and {Andrzej Przybyl} and {Krzysztof Cpalka} and {Meng Joo Er}},
publisher = {Springer},
booktitle = {Artifical Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II}
}
@inproceedings{conf/ijcnn/FanER10,
title = {An online approach towards self-generating fuzzy neural networks with applications.},
year = {2010},
booktitle = {IJCNN},
author = {{Liu Fan} and {Meng Joo Er} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010}
}
@article{journals/ijns/LiELZGR10,
title = {Fuzzy Regression Modeling for Tool Performance Prediction and Degradation Detection.},
year = {2010},
journal = {Int. J. Neural Syst.},
author = {{X. Li} and {Meng Joo Er} and {Beng Siong Lim} and {J. H. Zhou} and {O. P. Gan} and {Leszek Rutkowski}}
}
@inproceedings{conf/hima/KorytkowskiRS11,
title = {Rule base normalization in Takagi-Sugeno ensemble.},
year = {2011},
booktitle = {HIMA},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {IEEE},
booktitle = {2011 IEEE Workshop On Hybrid Intelligent Models And Applications, HIMA 2011, Paris, France, April 14, 2011}
}
@inproceedings{conf/iccci/KorytkowskiNRS11,
title = {AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.},
year = {2011},
booktitle = {ICCCI (1)},
author = {{Marcin Korytkowski} and {Robert Nowicki} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Computational Collective Intelligence. Technologies and Applications - Third International Conference, ICCCI 2011, Gdynia, Poland, September 21-23, 2011, Proceedings, Part I}
}
@inproceedings{conf/rsfdgrc/CpalkaRNR11,
title = {On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling.},
year = {2011},
booktitle = {RSFDGrC},
author = {{Krzysztof Cpalka} and {Olga Yu. Rebrova} and {Robert Nowicki} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011. Proceedings}
}
@inproceedings{conf/icaisc/SzarekKRSS12,
title = {Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty.},
year = {2012},
booktitle = {ICAISC (2)},
author = {{Arkadiusz Szarek} and {Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer} and {Janusz Szyprowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II}
}
@inproceedings{conf/icaisc/SzarekKRSS12a,
title = {Forecasting Wear of Head and Acetabulum in Hip Joint Implant.},
year = {2012},
booktitle = {ICAISC (2)},
author = {{Arkadiusz Szarek} and {Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer} and {Janusz Szyprowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II}
}
@article{journals/tie/RutkowskiPC12,
title = {Novel Online Speed Profile Generation for Industrial Machine Tool Based on Flexible Neuro-Fuzzy Approximation.},
year = {2012},
journal = {IEEE Trans. Ind. Electron.},
author = {{Leszek Rutkowski} and {Andrzej Przybyl} and {Krzysztof Cpalka}}
}
@inproceedings{conf/icaisc/GabryelKSR13,
title = {Object Detection by Simple Fuzzy Classifiers Generated by Boosting.},
year = {2013},
booktitle = {ICAISC (1)},
author = {{Marcin Gabryel} and {Marcin Korytkowski} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I}
}
@inproceedings{conf/mldm/RutkowskiJDP13b,
title = {On a Splitting Criterion for Decision Trees in Data Streams.},
year = {2013},
booktitle = {MLDM Posters},
author = {{Leszek Rutkowski} and {Maciej Jaworski} and {Piotr Duda} and {Lena Pietruczuk}},
publisher = {ibai Publishing},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 9th International Conference, MLDM 2013, New York, USA, July 2013, Poster Proceedings}
}
@article{journals/ijgs/CpalkaRNR13,
title = {On design of flexible neuro-fuzzy systems for nonlinear modelling.},
year = {2013},
journal = {Int. J. Gen. Syst.},
author = {{Krzysztof Cpalka} and {Olga Yu. Rebrova} and {Robert Nowicki} and {Leszek Rutkowski}}
}
@article{journals/tkde/RutkowskiPDJ13,
title = {Decision Trees for Mining Data Streams Based on the McDiarmid's Bound.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Leszek Rutkowski} and {Lena Pietruczuk} and {Piotr Duda} and {Maciej Jaworski}}
}
@inproceedings{conf/ijcnn/DudaJPR14,
title = {A novel application of Hoeffding's inequality to decision trees construction for data streams.},
year = {2014},
booktitle = {IJCNN},
author = {{Piotr Duda} and {Maciej Jaworski} and {Lena Pietruczuk} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014}
}
@inproceedings{conf/ijcnn/PietruczukRJD14,
title = {The Parzen kernel approach to learning in non-stationary environment.},
year = {2014},
booktitle = {IJCNN},
author = {{Lena Pietruczuk} and {Leszek Rutkowski} and {Maciej Jaworski} and {Piotr Duda}},
publisher = {IEEE},
booktitle = {2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014}
}
@article{journals/isci/RutkowskiJPD14,
title = {The CART decision tree for mining data streams.},
year = {2014},
journal = {Inf. Sci.},
author = {{Leszek Rutkowski} and {Maciej Jaworski} and {Lena Pietruczuk} and {Piotr Duda}}
}
@article{journals/pr/CpalkaZR14,
title = {New method for the on-line signature verification based on horizontal partitioning.},
year = {2014},
journal = {Pattern Recognit.},
author = {{Krzysztof Cpalka} and {Marcin Zalasinski} and {Leszek Rutkowski}}
}
@article{journals/tkde/RutkowskiJPD14,
title = {Decision Trees for Mining Data Streams Based on the Gaussian Approximation.},
year = {2014},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Leszek Rutkowski} and {Maciej Jaworski} and {Lena Pietruczuk} and {Piotr Duda}}
}
@inproceedings{conf/icaisc/NajgebauerRNRRV15,
title = {Fast Dictionary Matching for Content-Based Image Retrieval.},
year = {2015},
booktitle = {ICAISC (1)},
author = {{Patryk Najgebauer} and {Janusz Rygal} and {Tomasz Nowak} and {Jakub Romanowski} and {Leszek Rutkowski} and {Sviatoslav Voloshynovskiy} and {Rafal Scherer}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I}
}
@inproceedings{conf/icaisc/SzarekKRSSK15,
title = {Customization of Joint Articulations Using Soft Computing Methods.},
year = {2015},
booktitle = {ICAISC},
author = {{Arkadiusz Szarek} and {Marcin Korytkowski} and {Leszek Rutkowski} and {Magdalena Scherer} and {Janusz Szyprowski} and {Dimce Kostadinov}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part II}
}
@article{journals/tnn/RutkowskiJPD15,
title = {A New Method for Data Stream Mining Based on the Misclassification Error.},
year = {2015},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Leszek Rutkowski} and {Maciej Jaworski} and {Lena Pietruczuk} and {Piotr Duda}}
}
@inproceedings{conf/icaisc/JaworskiRP16,
title = {Hybrid Splitting Criterion in Decision Trees for Data Stream Mining.},
year = {2016},
booktitle = {ICAISC (2)},
author = {{Maciej Jaworski} and {Leszek Rutkowski} and {Miroslaw Pawlak}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II}
}
@inproceedings{conf/ijcnn/PietruczukRJD16,
title = {A method for automatic adjustment of ensemble size in stream data mining.},
year = {2016},
booktitle = {IJCNN},
author = {{Lena Pietruczuk} and {Leszek Rutkowski} and {Maciej Jaworski} and {Piotr Duda}},
publisher = {IEEE},
booktitle = {2016 International Joint Conference on Neural Networks, IJCNN 2016, Vancouver, BC, Canada, July 24-29, 2016}
}
@inproceedings{conf/mmar/NowickiSR16,
title = {Novel rough neural network for classification with missing data.},
year = {2016},
booktitle = {MMAR},
author = {{Robert K. Nowicki} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {21st International Conference on Methods and Models in Automation and Robotics, MMAR 2016, Międzyzdroje, Poland, August 29 - September 1, 2016}
}
@article{journals/asc/CpalkaZR16,
title = {A new algorithm for identity verification based on the analysis of a handwritten dynamic signature.},
year = {2016},
journal = {Appl. Soft Comput.},
author = {{Krzysztof Cpalka} and {Marcin Zalasinski} and {Leszek Rutkowski}}
}
@article{journals/isci/KorytkowskiRS16,
title = {Fast image classification by boosting fuzzy classifiers.},
year = {2016},
journal = {Inf. Sci.},
author = {{Marcin Korytkowski} and {Leszek Rutkowski} and {Rafal Scherer}}
}
@inproceedings{conf/icaisc/JaworskiDRNP17,
title = {Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift.},
year = {2017},
booktitle = {ICAISC (2)},
author = {{Maciej Jaworski} and {Piotr Duda} and {Leszek Rutkowski} and {Patryk Najgebauer} and {Miroslaw Pawlak}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II}
}
@inproceedings{conf/mmar/NajgebauerRS17,
title = {Novel method for joining missing line fragments for medical image analysis.},
year = {2017},
booktitle = {MMAR},
author = {{Patryk Najgebauer} and {Leszek Rutkowski} and {Rafal Scherer}},
publisher = {IEEE},
booktitle = {22nd International Conference on Methods and Models in Automation and Robotics, MMAR 2017, Międzyzdroje, Poland, August 28-31, 2017}
}
@inproceedings{conf/ssci/DudaJR17,
title = {On ensemble components selection in data streams scenario with reoccurring concept-drift.},
year = {2017},
booktitle = {SSCI},
author = {{Piotr Duda} and {Maciej Jaworski} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@inproceedings{conf/ssci/JaworskiDR17,
title = {On applying the Restricted Boltzmann Machine to active concept drift detection.},
year = {2017},
booktitle = {SSCI},
author = {{Maciej Jaworski} and {Piotr Duda} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@article{journals/isci/PietruczukRJD17,
title = {How to adjust an ensemble size in stream data mining?},
year = {2017},
journal = {Inf. Sci.},
author = {{Lena Pietruczuk} and {Leszek Rutkowski} and {Maciej Jaworski} and {Piotr Duda}}
}
@inproceedings{conf/birthday/LapaCR18,
title = {New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling.},
year = {2018},
booktitle = {Advances in Data Analysis with Computational Intelligence Methods},
author = {{Krystian Lapa} and {Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada}
}
@inproceedings{conf/birthday/ZalasinskiCR18,
title = {Fuzzy-Genetic Approach to Identity Verification Using a Handwritten Signature.},
year = {2018},
booktitle = {Advances in Data Analysis with Computational Intelligence Methods},
author = {{Marcin Zalasinski} and {Krzysztof Cpalka} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada}
}
@inproceedings{conf/fuzzIEEE/RutkowskiRWSNR18,
title = {A Content-Based Recommendation System Using Neuro-Fuzzy Approach.},
year = {2018},
booktitle = {FUZZ-IEEE},
author = {{Tomasz Rutkowski} and {Jakub Romanowski} and {Piotr Woldan} and {Pawel Staszewski} and {Radoslaw Nielek} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/icaisc/CaoR18,
title = {On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data.},
year = {2018},
booktitle = {ICAISC (1)},
author = {{Jinde Cao} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I}
}
@inproceedings{conf/ijcnn/JaworskiDR18,
title = {Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine.},
year = {2018},
booktitle = {IJCNN},
author = {{Maciej Jaworski} and {Piotr Duda} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/isnn/DudaJR18,
title = {Online GRNN-Based Ensembles for Regression on Evolving Data Streams.},
year = {2018},
booktitle = {ISNN},
author = {{Piotr Duda} and {Maciej Jaworski} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Advances in Neural Networks - ISNN 2018 - 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25-28, 2018, Proceedings}
}
@article{journals/ijns/DudaJR18,
title = {Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks.},
year = {2018},
journal = {Int. J. Neural Syst.},
author = {{Piotr Duda} and {Maciej Jaworski} and {Leszek Rutkowski}}
}
@article{journals/isci/DudaJR18,
title = {Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks.},
year = {2018},
journal = {Inf. Sci.},
author = {{Piotr Duda} and {Maciej Jaworski} and {Leszek Rutkowski}}
}
@article{journals/tnn/JaworskiDR18,
title = {New Splitting Criteria for Decision Trees in Stationary Data Streams.},
year = {2018},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Maciej Jaworski} and {Piotr Duda} and {Leszek Rutkowski}}
}
@inproceedings{conf/icaisc/JaworskiRDC19,
title = {Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine.},
year = {2019},
booktitle = {ICAISC (2)},
author = {{Maciej Jaworski} and {Leszek Rutkowski} and {Piotr Duda} and {Andrzej Cader}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II}
}
@inproceedings{conf/icaisc/NajgebauerGRSS19,
title = {Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection.},
year = {2019},
booktitle = {ICAISC (1)},
author = {{Patryk Najgebauer} and {Rafal Grycuk} and {Leszek Rutkowski} and {Rafal Scherer} and {Agnieszka Siwocha}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I}
}
@inproceedings{conf/icaisc/WoldanSRG19,
title = {On Proper Designing of Deep Structures for Image Classification.},
year = {2019},
booktitle = {ICAISC (1)},
author = {{Piotr Woldan} and {Pawel Staszewski} and {Leszek Rutkowski} and {Konrad Grzanek}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I}
}
@inproceedings{conf/iconip/JaworskiDRR19,
title = {On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine.},
year = {2019},
booktitle = {ICONIP (5)},
author = {{Maciej Jaworski} and {Piotr Duda} and {Danuta Rutkowska} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part V}
}
@inproceedings{conf/iconip/RutkowskaR19,
title = {On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining.},
year = {2019},
booktitle = {ICONIP (3)},
author = {{Danuta Rutkowska} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part III}
}
@article{journals/isci/PietruczukRJD19,
title = {Corrigendum to 'How to adjust an ensemble size in stream data mining?' Information Sciences, vol. 381 (2017), pp. 46-54.},
year = {2019},
journal = {Inf. Sci.},
author = {{Lena Pietruczuk} and {Leszek Rutkowski} and {Maciej Jaworski} and {Piotr Duda}}
}
@article{journals/npl/FengCHWR19,
title = {Exponential Stabilization for Hybrid Recurrent Neural Networks by Delayed Noises Rooted in Discrete Observations of State and Mode.},
year = {2019},
journal = {Neural Process. Lett.},
author = {{Lichao Feng} and {Jinde Cao} and {Jun Hu 004} and {Zhihui Wu} and {Leszek Rutkowski}}
}
@inproceedings{conf/icaisc/JaworskiRA20,
title = {Concept Drift Detection Using Autoencoders in Data Streams Processing.},
year = {2020},
booktitle = {ICAISC (1)},
author = {{Maciej Jaworski} and {Leszek Rutkowski} and {Plamen Angelov 001}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I}
}
@inproceedings{conf/icaisc/RutkowskiNRR20,
title = {A Novel Explainable Recommender for Investment Managers.},
year = {2020},
booktitle = {ICAISC (2)},
author = {{Tomasz Rutkowski} and {Radoslaw Nielek} and {Danuta Rutkowska} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II}
}
@inproceedings{conf/icaisc/StaszewskiJRT20,
title = {Explainable Cluster-Based Rules Generation for Image Retrieval and Classification.},
year = {2020},
booktitle = {ICAISC (2)},
author = {{Pawel Staszewski} and {Maciej Jaworski} and {Leszek Rutkowski} and {Dacheng Tao}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II}
}
@inproceedings{conf/ijcnn/NajgebauerSR20,
title = {Fully Convolutional Network for Removing DCT Artefacts From Images.},
year = {2020},
booktitle = {IJCNN},
author = {{Patryk Najgebauer} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020}
}
@article{journals/jzusc/CaoLLR20,
title = {Complex systems and networks with their applications.},
year = {2020},
journal = {Frontiers Inf. Technol. Electron. Eng.},
author = {{Jinde Cao} and {Yang Liu 040} and {Jianquan Lu} and {Leszek Rutkowski}}
}
@article{journals/nn/LiFLRH20,
title = {Event-triggered impulsive synchronization of discrete-time coupled neural networks with stochastic perturbations and multiple delays.},
year = {2020},
journal = {Neural Networks},
author = {{Huiyuan Li} and {Jian-An Fang} and {Xiaofan Li 002} and {Leszek Rutkowski} and {Tingwen Huang}}
}
@article{journals/tcas/ChenCLR20,
title = {Asymptotic Output Tracking of Probabilistic Boolean Control Networks.},
year = {2020},
journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
author = {{Bingquan Chen} and {Jinde Cao} and {Yiping Luo 001} and {Leszek Rutkowski}}
}
@article{journals/tcas/ChenCLR20a,
title = {Lyapunov Functions for the Set Stability and the Synchronization of Boolean Control Networks.},
year = {2020},
journal = {IEEE Trans. Circuits Syst.},
author = {{Bingquan Chen} and {Jinde Cao} and {Guoping Lu} and {Leszek Rutkowski}}
}
@article{journals/tcns/LinCZRL20,
title = {Sampled-Data Set Stabilization of Impulsive Boolean Networks Based on a Hybrid Index Model.},
year = {2020},
journal = {IEEE Trans. Control. Netw. Syst.},
author = {{Lin Lin 012} and {Jinde Cao} and {Shiyong Zhu} and {Leszek Rutkowski} and {Guoping Lu}}
}
@article{journals/tcyb/DudaRJR20,
title = {On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Piotr Duda} and {Leszek Rutkowski} and {Maciej Jaworski} and {Danuta Rutkowska}}
}
@article{journals/tcyb/WangCCR20,
title = {Anti-Synchronization in Fixed Time for Discontinuous Reaction-Diffusion Neural Networks With Time-Varying Coefficients and Time Delay.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Zengyun Wang} and {Jinde Cao} and {Zuowei Cai} and {Leszek Rutkowski}}
}
@article{journals/tnn/LinCR20,
title = {Robust Event-Triggered Control Invariance of Probabilistic Boolean Control Networks.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Lin Lin 012} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnn/LiuZLCR20,
title = {Constrained Quaternion-Variable Convex Optimization: A Quaternion-Valued Recurrent Neural Network Approach.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yang Liu 040} and {Yanling Zheng} and {Jianquan Lu} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnn/YangLCR20,
title = {Synchronization of Coupled Time-Delay Neural Networks With Mode-Dependent Average Dwell Time Switching.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xinsong Yang} and {Yang Liu 040} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnse/TanCR20,
title = {Distributed Dynamic Self-Triggered Control for Uncertain Complex Networks With Markov Switching Topologies and Random Time-Varying Delay.},
year = {2020},
journal = {IEEE Trans. Netw. Sci. Eng.},
author = {{Xuegang Tan} and {Jinde Cao} and {Leszek Rutkowski}}
}
@inproceedings{conf/icaisc/DudaRWN21,
title = {The Streaming Approach to Training Restricted Boltzmann Machines.},
year = {2021},
booktitle = {ICAISC (1)},
author = {{Piotr Duda} and {Leszek Rutkowski} and {Piotr Woldan} and {Patryk Najgebauer}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I}
}
@inproceedings{conf/icaisc/JaworskiRSN21,
title = {Monitoring of Changes in Data Stream Distribution Using Convolutional Restricted Boltzmann Machines.},
year = {2021},
booktitle = {ICAISC (1)},
author = {{Maciej Jaworski} and {Leszek Rutkowski} and {Pawel Staszewski} and {Patryk Najgebauer}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I}
}
@article{journals/corr/abs-2112-06281,
title = {Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.},
year = {2021},
journal = {CoRR},
author = {{Shiye Lei} and {Zhuozhuo Tu} and {Leszek Rutkowski} and {Feng Zhou} and {Li Shen 008} and {Fengxiang He} and {Dacheng Tao}}
}
@article{journals/ijon/XiongTMRB21,
title = {A diversified shared latent variable model for efficient image characteristics extraction and modelling.},
year = {2021},
journal = {Neurocomputing},
author = {{Hao Xiong 001} and {Yuan Yan Tang} and {Fionn Murtagh} and {Leszek Rutkowski} and {Shlomo Berkovsky}}
}
@article{journals/isci/BilskiRST21,
title = {A novel method for speed training acceleration of recurrent neural networks.},
year = {2021},
journal = {Inf. Sci.},
author = {{Jaroslaw Bilski} and {Leszek Rutkowski} and {Jacek Smolag} and {Dacheng Tao}}
}
@article{journals/nn/LvCR21,
title = {Dynamical and static multisynchronization analysis for coupled multistable memristive neural networks with hybrid control.},
year = {2021},
journal = {Neural Networks},
author = {{Xiaoxiao Lv} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tcyb/TanCRL21,
title = {Distributed Dynamic Self-Triggered Impulsive Control for Consensus Networks: The Case of Impulse Gain With Normal Distribution.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Xuegang Tan} and {Jinde Cao} and {Leszek Rutkowski} and {Guoping Lu}}
}
@article{journals/tcyb/XiaLLCR21,
title = {Penalty Method for Constrained Distributed Quaternion-Variable Optimization.},
year = {2021},
journal = {IEEE Trans. Cybern.},
author = {{Zicong Xia} and {Yang Liu 040} and {Jianquan Lu} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnn/YangWCC0R21,
title = {Synchronization of Switched Discrete-Time Neural Networks via Quantized Output Control With Actuator Fault.},
year = {2021},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Xinsong Yang} and {Xiaoxiao Wan} and {Zunshui Cheng} and {Jinde Cao} and {Yang Liu 040} and {Leszek Rutkowski}}
}
@article{journals/tsmc/HeLLCR21,
title = {Event-Triggered Control for Output Regulation of Probabilistic Logical Systems With Delays.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Jingyi He} and {Yang Liu 040} and {Jianquan Lu} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tsmc/WangYSCR21,
title = {Sliding-Mode Control for Slow-Sampling Singularly Perturbed Systems Subject to Markov Jump Parameters.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Jing Wang 071} and {Chengyu Yang} and {Hao Shen 001} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tsmc/XuCLR21,
title = {Optimal Control on Finite-Time Consensus of the Leader-Following Stochastic Multiagent System With Heuristic Method.},
year = {2021},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Shaosheng Xu} and {Jinde Cao} and {Qingshan Liu 002} and {Leszek Rutkowski}}
}
@inproceedings{conf/icaisc/CpalkaLR22,
title = {A Multi-population-Based Algorithm with Different Ways of Subpopulations Cooperation.},
year = {2022},
booktitle = {ICAISC (1)},
author = {{Krzysztof Cpalka} and {Krystian Lapa} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I}
}
@inproceedings{conf/ijcnn/GrycukGSR22,
title = {A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder.},
year = {2022},
booktitle = {IJCNN},
author = {{Rafal Grycuk} and {Tomasz Galkowski} and {Rafal Scherer} and {Leszek Rutkowski}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}
}
@article{journals/ijait/ZhangWR22,
title = {Editorial: Special Issue on Reliable Machine Learning and Optimization.},
year = {2022},
journal = {Int. J. Artif. Intell. Tools},
author = {{Nian Zhang} and {Jian Wang} and {Leszek Rutkowski}}
}
@article{journals/jocs/GodzikDKBROWM22,
title = {Applying autonomous hybrid agent-based computing to difficult optimization problems.},
year = {2022},
journal = {J. Comput. Sci.},
author = {{Mateusz Godzik} and {Jacek Dajda} and {Marek Kisiel-Dorohinicki} and {Aleksander Byrski} and {Leszek Rutkowski} and {Patryk Orzechowski} and {Joost Wagenaar} and {Jason H. Moore}}
}
@article{journals/tcasI/LiFLRH22,
title = {Event-Triggered Synchronization of Multiple Discrete-Time Markovian Jump Memristor- Based Neural Networks With Mixed Mode-Dependent Delays.},
year = {2022},
journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
author = {{Huiyuan Li} and {Jian-An Fang} and {Xiaofan Li 002} and {Leszek Rutkowski} and {Tingwen Huang}}
}
@article{journals/tcyb/ChenCLR22,
title = {Stabilization of Markovian Jump Boolean Control Networks via Sampled-Data Control.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Bingquan Chen} and {Jinde Cao} and {Guoping Lu} and {Leszek Rutkowski}}
}
@article{journals/tcyb/FengLCRL22,
title = {General Decay Stability for Nonautonomous Neutral Stochastic Systems With Time-Varying Delays and Markovian Switching.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Lichao Feng} and {Lei Liu 008} and {Jinde Cao} and {Leszek Rutkowski} and {Guoping Lu}}
}
@article{journals/tcyb/FengZXLR22,
title = {Event-Triggering Interaction Scheme for Discrete-Time Decentralized Optimization With Nonuniform Step Sizes.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Yuming Feng} and {Wei Zhang 158} and {Jiang Xiong} and {Huaqing Li 001} and {Leszek Rutkowski}}
}
@article{journals/tcyb/ShenWWCR22,
title = {Robust Composite H∞ Synchronization of Markov Jump Reaction-Diffusion Neural Networks via a Disturbance Observer-Based Method.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Hao Shen 001} and {Xuelian Wang} and {Jing Wang 071} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tcyb/TanXCXWR22,
title = {Synchronization of Neural Networks via Periodic Self-Triggered Impulsive Control and Its Application in Image Encryption.},
year = {2022},
journal = {IEEE Trans. Cybern.},
author = {{Xuegang Tan} and {Changcheng Xiang} and {Jinde Cao} and {Wenying Xu} and {Guanghui Wen} and {Leszek Rutkowski}}
}
@article{journals/tnn/StaszewskiJCR22,
title = {A New Approach to Descriptors Generation for Image Retrieval by Analyzing Activations of Deep Neural Network Layers.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Pawel Staszewski} and {Maciej Jaworski} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnn/YuCRL22,
title = {Finite-Time Synchronization of Complex-Valued Memristive-Based Neural Networks via Hybrid Control.},
year = {2022},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Tianhu Yu} and {Jinde Cao} and {Leszek Rutkowski} and {Yi-Ping Luo 001}}
}
@article{journals/tnse/LiTFHR22,
title = {Formation Control of Multi-Agent Systems With Constrained Mismatched Compasses.},
year = {2022},
journal = {IEEE Trans. Netw. Sci. Eng.},
author = {{Zhen Li 012} and {Yang Tang} and {Yongqing Fan} and {Tingwen Huang} and {Leszek Rutkowski}}
}
@article{journals/tnse/LuoZCR22,
title = {Event-Triggered Finite-Time Guaranteed Cost H-Infinity Consensus for Nonlinear Uncertain Multi-Agent Systems.},
year = {2022},
journal = {IEEE Trans. Netw. Sci. Eng.},
author = {{Yiping Luo 001} and {Wanling Zhu} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnse/SongCR22,
title = {A Fixed-Time Distributed Optimization Algorithm Based on Event-Triggered Strategy.},
year = {2022},
journal = {IEEE Trans. Netw. Sci. Eng.},
author = {{Yuwen Song} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnse/ZhuCSR22,
title = {Synchronization of Finite-Field Networks With Time Delays.},
year = {2022},
journal = {IEEE Trans. Netw. Sci. Eng.},
author = {{Wanjie Zhu} and {Jinde Cao} and {Xinli Shi} and {Leszek Rutkowski}}
}
@inproceedings{conf/icaisc/DudaWR23,
title = {The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach.},
year = {2023},
booktitle = {ICAISC (1)},
author = {{Piotr Duda} and {Mateusz Wojtulewicz} and {Leszek Rutkowski}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I}
}
@inproceedings{conf/iccci/StarzecSBMRKB23,
title = {Two-Dimensional Pheromone in Ant Colony Optimization.},
year = {2023},
booktitle = {ICCCI},
author = {{Grazyna Starzec} and {Mateusz Starzec} and {Sanghamitra Bandyopadhyay} and {Ujjwal Maulik} and {Leszek Rutkowski} and {Marek Kisiel-Dorohinicki} and {Aleksander Byrski}},
publisher = {Springer},
booktitle = {Computational Collective Intelligence - 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27-29, 2023, Proceedings}
}
@inproceedings{conf/icdm/00010BLKRT23,
title = {On Computing Paradigms - Where Will Large Language Models Be Going.},
year = {2023},
booktitle = {ICDM},
author = {{Xindong Wu 001} and {Xingquan Zhu 001} and {Elena Baralis} and {Ruqian Lu} and {Vipin Kumar} and {Leszek Rutkowski} and {Jie Tang}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023}
}
@article{journals/corr/abs-2301-08015,
title = {Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms.},
year = {2023},
journal = {CoRR},
author = {{Guanpu Chen} and {Gehui Xu} and {Fengxiang He} and {Yiguang Hong} and {Leszek Rutkowski} and {Dacheng Tao}}
}
@article{journals/isci/RutkowskaDCRBJT23,
title = {The L2 convergence of stream data mining algorithms based on probabilistic neural networks.},
year = {2023},
journal = {Inf. Sci.},
author = {{Danuta Rutkowska} and {Piotr Duda} and {Jinde Cao} and {Leszek Rutkowski} and {Aleksander Byrski} and {Maciej Jaworski} and {Dacheng Tao}}
}
@article{journals/tmm/ChengWLZRT23,
title = {InDecGAN: Learning to Generate Complex Images From Captions via Independent Object-Level Decomposition and Enhancement.},
year = {2023},
journal = {IEEE Trans. Multim.},
author = {{Jun Cheng 002} and {Fuxiang Wu} and {Liu Liu 014} and {Qieshi Zhang} and {Leszek Rutkowski} and {Dacheng Tao}}
}
@article{journals/tsmc/0071W0CR23,
title = {A Decentralized Learning Control Scheme for Constrained Nonlinear Interconnected Systems Based on Dynamic Event-Triggered Mechanism.},
year = {2023},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Jing Wang 071} and {Jiacheng Wu} and {Hao Shen 001} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tac/ChenCLR23,
title = {Stabilization of Markovian Jump Boolean Control Networks via Event-Triggered Control.},
year = {2023},
month = {February},
journal = {IEEE Trans. Autom. Control.},
author = {{Bingquan Chen} and {Jinde Cao} and {Guoping Lu} and {Leszek Rutkowski}}
}
@article{journals/chinaf/WangYHRC23,
title = {Variable-order fractional derivative rutting depth prediction of asphalt pavement based on the RIOHTrack full-scale track.},
year = {2023},
month = {May},
journal = {Sci. China Inf. Sci.},
author = {{Yu Wang} and {Jiaojiao Yan} and {Wei Huang 017} and {Leszek Rutkowski} and {Jinde Cao}}
}
@article{journals/nca/ZhangWR23,
title = {Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization.},
year = {2023},
month = {May},
journal = {Neural Comput. Appl.},
author = {{Nian Zhang} and {Jian Wang} and {Leszek Rutkowski}}
}
@article{journals/nn/GuanLKCR23,
title = {Collaborative neurodynamic optimization for solving nonlinear equations.},
year = {2023},
month = {August},
journal = {Neural Networks},
author = {{Huimin Guan} and {Yang Liu 040} and {Kit Ian Kou} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/jocs/UrbanczykKNRCYBB23,
title = {Socio-cognitive caste-based optimization.},
year = {2023},
month = {September},
journal = {J. Comput. Sci.},
author = {{Aleksandra Urbanczyk} and {Piotr Kipinski} and {Mateusz Nabywaniec} and {Leszek Rutkowski} and {Siang Yew Chong} and {Xin Yao} and {Krzysztof Boryczko} and {Aleksander Byrski}}
}
@article{journals/sensors/KrokoszRZBR23,
title = {Cryptographic Algorithms with Data Shorter than the Encryption Key, Based on LZW and Huffman Coding.},
year = {2023},
month = {September},
journal = {Sensors},
author = {{Tomasz Krokosz} and {Jarogniew Rykowski} and {Malgorzata Zajecka} and {Robert Brzoza-Woch} and {Leszek Rutkowski}}
}
@article{journals/tac/ShenZWCR23,
title = {Observer-Based Control for Discrete-Time Hidden Semi-Markov Jump Systems.},
year = {2023},
month = {October},
journal = {IEEE Trans. Autom. Control.},
author = {{Hao Shen 001} and {Yigang Zhang} and {Jing Wang 071} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/asc/SevastjanovKR23,
title = {A currency trading system based on simplified models using fuzzy multi-criteria hierarchical optimization.},
year = {2023},
month = {November},
journal = {Appl. Soft Comput.},
author = {{Pavel V. Sevastjanov} and {Krzysztof Kaczmarek} and {Leszek Rutkowski}}
}
@article{journals/isci/ZhuCSR23,
title = {Leader-following consensus of finite-field networks with time-delays.},
year = {2023},
month = {November},
journal = {Inf. Sci.},
author = {{Wanjie Zhu} and {Jinde Cao} and {Xinli Shi} and {Leszek Rutkowski}}
}
@article{journals/tcyb/WangWSCR23,
title = {Fuzzy H∞ Control of Discrete-Time Nonlinear Markov Jump Systems via a Novel Hybrid Reinforcement Q-Learning Method.},
year = {2023},
month = {November},
journal = {IEEE Trans. Cybern.},
author = {{Jing Wang 071} and {Jiacheng Wu} and {Hao Shen 001} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tnn/LinCRWLC23,
title = {Asynchronous Fault Detection for Memristive Neural Networks With Dwell-Time-Based Communication Protocol.},
year = {2023},
month = {November},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{An Lin} and {Jun Cheng 004} and {Leszek Rutkowski} and {Shiping Wen 001} and {Mengzhuo Luo} and {Jinde Cao}}
}
@article{journals/inffus/GhaffariHKKDR23,
title = {Toward domain adaptation with open-set target data: Review of theory and computer vision applications.},
year = {2023},
month = {December},
journal = {Inf. Fusion},
author = {{Reyhane Ghaffari} and {Mohammad Sadegh Helfroush} and {Abbas Khosravi} and {Kamran Kazemi} and {Habibollah Danyali} and {Leszek Rutkowski}}
}
@article{journals/tac/ZhuCLRLL23,
title = {Observability and Detectability of Stochastic Labeled Graphs.},
year = {2023},
month = {December},
journal = {IEEE Trans. Autom. Control.},
author = {{Shiyong Zhu} and {Jinde Cao} and {Lin Lin 012} and {Leszek Rutkowski} and {Jianquan Lu} and {Guoping Lu}}
}
@article{journals/tfs/WangCSCR23,
title = {Fuzzy \$\\mathcal \{H\}_\{\\infty \}\$ Control of Semi-Markov Jump Singularly Perturbed Nonlinear Systems With Partial Information and Actuator Saturation.},
year = {2023},
month = {December},
journal = {IEEE Trans. Fuzzy Syst.},
author = {{Jing Wang 071} and {Zongjie Chen} and {Hao Shen 001} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/nn/ZhouLTXHR24,
title = {Event-triggered impulsive quasi-synchronization for BAM neural networks with reliable redundant channel.},
year = {2024},
month = {January},
journal = {Neural Networks},
author = {{Yumei Zhou} and {Weijun Lv} and {Jie Tao} and {Yong Xu 003} and {Tingwen Huang} and {Leszek Rutkowski}}
}
@article{journals/tnn/XinCCRW24,
title = {Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks.},
year = {2024},
month = {January},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Youming Xin} and {Zunshui Cheng} and {Jinde Cao} and {Leszek Rutkowski} and {Yaning Wang}}
}
@article{journals/eswa/SevastjanovKR24,
title = {A multi-model approach to the development of algorithmic trading systems for the Forex market.},
year = {2024},
month = {February},
journal = {Expert Syst. Appl.},
author = {{Pavel V. Sevastjanov} and {Krzysztof Kaczmarek} and {Leszek Rutkowski}}
}
@article{journals/tac/LvCRD24,
title = {Distributed Saturated Impulsive Control for Local Consensus of Nonlinear Time-Delay Multiagent Systems With Switching Topologies.},
year = {2024},
month = {February},
journal = {IEEE Trans. Autom. Control.},
author = {{Xiaoxiao Lv} and {Jinde Cao} and {Leszek Rutkowski} and {Peiyong Duan}}
}
@article{journals/ieeejas/LinCLR24,
title = {Set Stabilization of Large-Scale Stochastic Boolean Networks: A Distributed Control Strategy.},
year = {2024},
month = {March},
journal = {IEEE CAA J. Autom. Sinica},
author = {{Lin Lin 012} and {Jinde Cao} and {Jianquan Lu} and {Leszek Rutkowski}}
}
@article{journals/tcasII/TaoGCR24,
title = {A Second-Order Primal-Dual Dynamics for Set Constrained Distributed Optimization Problems.},
year = {2024},
month = {March},
journal = {IEEE Trans. Circuits Syst. II Express Briefs},
author = {{Meng Tao} and {Luyao Guo} and {Jinde Cao} and {Leszek Rutkowski}}
}
@article{journals/tii/HuangLLXRH24,
title = {Event-Triggered Distributed Moving Horizon Estimation Over Wireless Sensor Networks.},
year = {2024},
month = {March},
journal = {IEEE Trans. Ind. Informatics},
author = {{Zenghong Huang} and {Weijun Lv} and {Chang Liu 020} and {Yong Xu 003} and {Leszek Rutkowski} and {Tingwen Huang}}
}
@article{journals/tmc/QiWWSRHKQ24,
title = {Secure Data Deduplication With Dynamic Access Control for Mobile Cloud Storage.},
year = {2024},
month = {April},
journal = {IEEE Trans. Mob. Comput.},
author = {{Saiyu Qi} and {Wei Wei 006} and {Jianfeng Wang} and {Shifeng Sun 001} and {Leszek Rutkowski} and {Tingwen Huang} and {Janusz Kacprzyk} and {Yong Qi}}
}