BibTeX records: Tomasz Zabkowski

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@article{DBLP:journals/softx/GajowniczekZ21,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski},
  title        = {ImbTreeAUC: An {R} package for building classification trees using
                  the area under the {ROC} curve {(AUC)} on imbalanced datasets},
  journal      = {SoftwareX},
  volume       = {15},
  pages        = {100755},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.softx.2021.100755},
  doi          = {10.1016/J.SOFTX.2021.100755},
  timestamp    = {Mon, 26 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/softx/GajowniczekZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/NafkhaZG21,
  author       = {Rafik Nafkha and
                  Tomasz Zabkowski and
                  Krzysztof Gajowniczek},
  editor       = {Maciej Paszynski and
                  Dieter Kranzlm{\"{u}}ller and
                  Valeria V. Krzhizhanovskaya and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Two Stage Approach to Optimize Electricity Contract Capacity Problem
                  for Commercial Customers},
  booktitle    = {Computational Science - {ICCS} 2021 - 21st International Conference,
                  Krakow, Poland, June 16-18, 2021, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12745},
  pages        = {173--184},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-77970-2\_14},
  doi          = {10.1007/978-3-030-77970-2\_14},
  timestamp    = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/NafkhaZG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/GajowniczekLFZB20,
  author       = {Krzysztof Gajowniczek and
                  Yitao Liang and
                  Tal Friedman and
                  Tomasz Zabkowski and
                  Guy Van den Broeck},
  title        = {Semantic and Generalized Entropy Loss Functions for Semi-Supervised
                  Deep Learning},
  journal      = {Entropy},
  volume       = {22},
  number       = {3},
  pages        = {334},
  year         = {2020},
  url          = {https://doi.org/10.3390/e22030334},
  doi          = {10.3390/E22030334},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/GajowniczekLFZB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/GajowniczekBZ20,
  author       = {Krzysztof Gajowniczek and
                  Marcin Bator and
                  Tomasz Zabkowski},
  title        = {Whole Time Series Data Streams Clustering: Dynamic Profiling of the
                  Electricity Consumption},
  journal      = {Entropy},
  volume       = {22},
  number       = {12},
  pages        = {1414},
  year         = {2020},
  url          = {https://doi.org/10.3390/e22121414},
  doi          = {10.3390/E22121414},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/GajowniczekBZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/GajowniczekZ20,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski},
  editor       = {Lazaros Iliadis and
                  Plamen Parvanov Angelov and
                  Chrisina Jayne and
                  Elias Pimenidis},
  title        = {Generalized Entropy Loss Function in Neural Network: Variable's Importance
                  and Sensitivity Analysis},
  booktitle    = {Proceedings of the 21st {EANN} (Engineering Applications of Neural
                  Networks) 2020 Conference - Proceedings of the {EANN} 2020, Halkidiki,
                  Greece, June 5-7, 2020},
  series       = {Proceedings of the International Neural Networks Society},
  volume       = {2},
  pages        = {535--545},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-48791-1\_42},
  doi          = {10.1007/978-3-030-48791-1\_42},
  timestamp    = {Wed, 05 Oct 2022 21:11:03 +0200},
  biburl       = {https://dblp.org/rec/conf/eann/GajowniczekZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/GajowniczekGZ19,
  author       = {Krzysztof Gajowniczek and
                  Iga Grzegorczyk and
                  Tomasz Zabkowski},
  title        = {Reducing False Arrhythmia Alarms Using Different Methods of Probability
                  and Class Assignment in Random Forest Learning Methods},
  journal      = {Sensors},
  volume       = {19},
  number       = {7},
  pages        = {1588},
  year         = {2019},
  url          = {https://doi.org/10.3390/s19071588},
  doi          = {10.3390/S19071588},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/GajowniczekGZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/GajowniczekZ18,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski},
  title        = {Simulation Study on Clustering Approaches for Short-Term Electricity
                  Forecasting},
  journal      = {Complex.},
  volume       = {2018},
  pages        = {3683969:1--3683969:21},
  year         = {2018},
  url          = {https://doi.org/10.1155/2018/3683969},
  doi          = {10.1155/2018/3683969},
  timestamp    = {Thu, 24 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/complexity/GajowniczekZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/GajowniczekOZ18,
  author       = {Krzysztof Gajowniczek and
                  Arkadiusz Orlowski and
                  Tomasz Zabkowski},
  title        = {Simulation Study on the Application of the Generalized Entropy Concept
                  in Artificial Neural Networks},
  journal      = {Entropy},
  volume       = {20},
  number       = {4},
  pages        = {249},
  year         = {2018},
  url          = {https://doi.org/10.3390/e20040249},
  doi          = {10.3390/E20040249},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/GajowniczekOZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/GajowniczekNZ17,
  author       = {Krzysztof Gajowniczek and
                  Rafik Nafkha and
                  Tomasz Zabkowski},
  editor       = {Maria Ganzha and
                  Leszek A. Maciaszek and
                  Marcin Paprzycki},
  title        = {Electricity peak demand classification with artificial neural networks},
  booktitle    = {Proceedings of the 2017 Federated Conference on Computer Science and
                  Information Systems, FedCSIS 2017, Prague, Czech Republic, September
                  3-6, 2017},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {11},
  pages        = {307--315},
  year         = {2017},
  url          = {https://doi.org/10.15439/2017F168},
  doi          = {10.15439/2017F168},
  timestamp    = {Tue, 23 Apr 2024 10:03:21 +0200},
  biburl       = {https://dblp.org/rec/conf/fedcsis/GajowniczekNZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GajowniczekCOZ17,
  author       = {Krzysztof Gajowniczek and
                  Leszek J. Chmielewski and
                  Arkadiusz Orlowski and
                  Tomasz Zabkowski},
  editor       = {Alessandra Lintas and
                  Stefano Rovetta and
                  Paul F. M. J. Verschure and
                  Alessandro E. P. Villa},
  title        = {Generalized Entropy Cost Function in Neural Networks},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
                  International Conference on Artificial Neural Networks, Alghero, Italy,
                  September 11-14, 2017, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10614},
  pages        = {128--136},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-68612-7\_15},
  doi          = {10.1007/978-3-319-68612-7\_15},
  timestamp    = {Fri, 27 Mar 2020 08:51:30 +0100},
  biburl       = {https://dblp.org/rec/conf/icann/GajowniczekCOZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inista/ZabkowskiG17,
  author       = {Tomasz Zabkowski and
                  Krzysztof Gajowniczek},
  editor       = {Piotr Jedrzejowicz and
                  T{\"{u}}lay Yildirim and
                  Ireneusz Czarnowski},
  title        = {Grade Analysis for households segmentation based on energy usage patterns},
  booktitle    = {{IEEE} International Conference on INnovations in Intelligent SysTems
                  and Applications, {INISTA} 2017, Gdynia, Poland, July 3-5, 2017},
  pages        = {168--173},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/INISTA.2017.8001151},
  doi          = {10.1109/INISTA.2017.8001151},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/inista/ZabkowskiG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/GajowniczekZ16,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski},
  title        = {Short term electricity forecasting based on user behavior from individual
                  smart meter data},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {30},
  number       = {1},
  pages        = {223--234},
  year         = {2016},
  url          = {https://doi.org/10.3233/IFS-151748},
  doi          = {10.3233/IFS-151748},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/GajowniczekZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cores/GajowniczekZS15,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski and
                  Ryszard Szupiluk},
  editor       = {Robert Burduk and
                  Konrad Jackowski and
                  Marek Kurzynski and
                  Michal Wozniak and
                  Andrzej Zolnierek},
  title        = {Blind Source Separation for Improved Load Forecasting on Individual
                  Household Level},
  booktitle    = {Proceedings of the 9th International Conference on Computer Recognition
                  Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {403},
  pages        = {181--190},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26227-7\_17},
  doi          = {10.1007/978-3-319-26227-7\_17},
  timestamp    = {Thu, 23 Sep 2021 11:48:02 +0200},
  biburl       = {https://dblp.org/rec/conf/cores/GajowniczekZS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybconf/ZabkowskiGS15,
  author       = {Tomasz Zabkowski and
                  Krzysztof Gajowniczek and
                  Ryszard Szupiluk},
  title        = {Grade analysis for energy usage patterns segmentation based on smart
                  meter data},
  booktitle    = {2nd {IEEE} International Conference on Cybernetics, {CYBCONF} 2015,
                  Gdynia, Poland, June 24-26, 2015},
  pages        = {234--239},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/CYBConf.2015.7175938},
  doi          = {10.1109/CYBCONF.2015.7175938},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cybconf/ZabkowskiGS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/GajowniczekZO15,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski and
                  Arkadiusz Orlowski},
  editor       = {Maria Ganzha and
                  Leszek A. Maciaszek and
                  Marcin Paprzycki},
  title        = {Comparison of decision trees with R{\'{e}}nyi and Tsallis entropy
                  applied for imbalanced churn dataset},
  booktitle    = {2015 Federated Conference on Computer Science and Information Systems,
                  FedCSIS 2015, L{\'{o}}dz, Poland, September 13-16, 2015},
  series       = {Annals of Computer Science and Information Systems},
  volume       = {5},
  pages        = {39--44},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.15439/2015F121},
  doi          = {10.15439/2015F121},
  timestamp    = {Tue, 23 Apr 2024 09:56:18 +0200},
  biburl       = {https://dblp.org/rec/conf/fedcsis/GajowniczekZO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SzupilukZG15,
  author       = {Ryszard Szupiluk and
                  Tomasz Zabkowski and
                  Krzysztof Gajowniczek},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Extended {AMUSE} Algorithm and Novel Randomness Approach for {BSS}
                  Model Aggregation with Methodology Remarks},
  booktitle    = {Artificial Intelligence and Soft Computing - 14th International Conference,
                  {ICAISC} 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9120},
  pages        = {527--537},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19369-4\_47},
  doi          = {10.1007/978-3-319-19369-4\_47},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SzupilukZG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SzupilukZ14,
  author       = {Ryszard Szupiluk and
                  Tomasz Zabkowski},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Signal Randomness Measure for {BSS} Ensemble Predictors},
  booktitle    = {Artificial Intelligence and Soft Computing - 13th International Conference,
                  {ICAISC} 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8468},
  pages        = {570--578},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07176-3\_50},
  doi          = {10.1007/978-3-319-07176-3\_50},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SzupilukZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/GajowniczekZ14,
  author       = {Krzysztof Gajowniczek and
                  Tomasz Zabkowski},
  editor       = {Piotr Jedrzejowicz and
                  Lakhmi C. Jain and
                  Robert J. Howlett and
                  Ireneusz Czarnowski},
  title        = {Short Term Electricity Forecasting Using Individual Smart Meter Data},
  booktitle    = {18th International Conference in Knowledge Based and Intelligent Information
                  and Engineering Systems, {KES} 2014, Gdynia, Poland, 15-17 September
                  2014},
  series       = {Procedia Computer Science},
  volume       = {35},
  pages        = {589--597},
  publisher    = {Elsevier},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.procs.2014.08.140},
  doi          = {10.1016/J.PROCS.2014.08.140},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/GajowniczekZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/SzupilukZ13,
  author       = {Ryszard Szupiluk and
                  Tomasz Zabkowski},
  editor       = {Lazaros S. Iliadis and
                  Harris Papadopoulos and
                  Chrisina Jayne},
  title        = {A State Space Approach and Hurst Exponent for Ensemble Predictors},
  booktitle    = {Engineering Applications of Neural Networks - 14th International Conference,
                  {EANN} 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings,
                  Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {383},
  pages        = {154--164},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41013-0\_16},
  doi          = {10.1007/978-3-642-41013-0\_16},
  timestamp    = {Sun, 02 Jun 2019 21:12:35 +0200},
  biburl       = {https://dblp.org/rec/conf/eann/SzupilukZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SzupilukWZ13,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Valeri M. Mladenov and
                  Petia D. Koprinkova{-}Hristova and
                  G{\"{u}}nther Palm and
                  Alessandro E. P. Villa and
                  Bruno Appollini and
                  Nikola K. Kasabov},
  title        = {Independent Component Analysis Filtration for Value at Risk Modelling},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd
                  International Conference on Artificial Neural Networks, Sofia, Bulgaria,
                  September 10-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8131},
  pages        = {553--562},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40728-4\_69},
  doi          = {10.1007/978-3-642-40728-4\_69},
  timestamp    = {Thu, 04 Jun 2020 19:07:57 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SzupilukWZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/SzupilukZ13,
  author       = {Ryszard Szupiluk and
                  Tomasz Zabkowski},
  editor       = {Marco Tomassini and
                  Alberto Antonioni and
                  Fabio Daolio and
                  Pierre Buesser},
  title        = {Similarity Analysis Based on Bose-Einstein Divergences for Financial
                  Time Series},
  booktitle    = {Adaptive and Natural Computing Algorithms, 11th International Conference,
                  {ICANNGA} 2013, Lausanne, Switzerland, April 4-6, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7824},
  pages        = {417--427},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37213-1\_43},
  doi          = {10.1007/978-3-642-37213-1\_43},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icannga/SzupilukZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SzupilukWZ12,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Multiplicative {ICA} Algorithm for Interaction Analysis in Financial
                  Markets},
  booktitle    = {Artificial Intelligence and Soft Computing - 11th International Conference,
                  {ICAISC} 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7268},
  pages        = {608--615},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-29350-4\_72},
  doi          = {10.1007/978-3-642-29350-4\_72},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SzupilukWZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/SzupilukWZ12,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Gordan Jezic and
                  Mario Kusek and
                  Ngoc Thanh Nguyen and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Smooth Component Analysis and {MSE} Decomposition for Ensemble Methods},
  booktitle    = {Agent and Multi-Agent Systems. Technologies and Applications - 6th
                  {KES} International Conference, {KES-AMSTA} 2012,Dubrovnik, Croatia,
                  June 25-27, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7327},
  pages        = {595--603},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30947-2\_64},
  doi          = {10.1007/978-3-642-30947-2\_64},
  timestamp    = {Thu, 16 Mar 2023 20:00:31 +0100},
  biburl       = {https://dblp.org/rec/conf/kesamsta/SzupilukWZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/SzupilukWZ11,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Andrej Dobnikar and
                  Uros Lotric and
                  Branko Ster},
  title        = {The Noise Identification Method Based on Divergence Analysis in Ensemble
                  Methods Context},
  booktitle    = {Adaptive and Natural Computing Algorithms - 10th International Conference,
                  {ICANNGA} 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6594},
  pages        = {206--214},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20267-4\_22},
  doi          = {10.1007/978-3-642-20267-4\_22},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icannga/SzupilukWZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/SzupilukWZ11,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {James O'Shea and
                  Ngoc Thanh Nguyen and
                  Keeley A. Crockett and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Multistage Covariance Approach to Measure the Randomness in Financial
                  Time Series Analysis},
  booktitle    = {Agent and Multi-Agent Systems: Technologies and Applications - 5th
                  {KES} International Conference, {KES-AMSTA} 2011, Manchester, UK,
                  June 29 - July 1, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6682},
  pages        = {610--619},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22000-5\_63},
  doi          = {10.1007/978-3-642-22000-5\_63},
  timestamp    = {Thu, 16 Mar 2023 20:00:31 +0100},
  biburl       = {https://dblp.org/rec/conf/kesamsta/SzupilukWZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SzupilukWZ10,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Leszek Rutkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Noise Detection for Ensemble Methods},
  booktitle    = {Artificial Intelligence and Soft Computing, 10th International Conference,
                  {ICAISC} 2010, Zakopane, Poland, June 13-17, 2010, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6113},
  pages        = {471--478},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13208-7\_59},
  doi          = {10.1007/978-3-642-13208-7\_59},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SzupilukWZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/SzupilukWZ10,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Piotr Jedrzejowicz and
                  Ngoc Thanh Nguyen and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Aggregated Information Representation for Technical Analysis on Stock
                  Market with Csisz{\'{a}}r Divergence},
  booktitle    = {Agent and Multi-Agent Systems: Technologies and Applications, 4th
                  {KES} International Symposium, {KES-AMSTA} 2010, Gdynia, Poland, June
                  23-25, 2010, Proceedings. Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6071},
  pages        = {272--281},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13541-5\_28},
  doi          = {10.1007/978-3-642-13541-5\_28},
  timestamp    = {Thu, 16 Mar 2023 20:00:31 +0100},
  biburl       = {https://dblp.org/rec/conf/kesamsta/SzupilukWZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SzupilukWZ08,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Ignac Lovrek and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Generalized Extreme Value for Smooth Component Analysis in Prediction
                  Improvement},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 12th
                  International Conference, {KES} 2008, Zagreb, Croatia, September 3-5,
                  2008, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5177},
  pages        = {749--756},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85563-7\_94},
  doi          = {10.1007/978-3-540-85563-7\_94},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/SzupilukWZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/SzupilukWZ07,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Mike E. Davies and
                  Christopher J. James and
                  Samer A. Abdallah and
                  Mark D. Plumbley},
  title        = {Smooth Component Analysis as Ensemble Method for Prediction Improvement},
  booktitle    = {Independent Component Analysis and Signal Separation, 7th International
                  Conference, {ICA} 2007, London, UK, September 9-12, 2007},
  series       = {Lecture Notes in Computer Science},
  volume       = {4666},
  pages        = {277--284},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74494-8\_35},
  doi          = {10.1007/978-3-540-74494-8\_35},
  timestamp    = {Wed, 26 Oct 2022 13:15:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ica/SzupilukWZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/SzupilukWZ06,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Vladan Devedzic},
  title        = {Combining Forecasts with Blind Signal Separation Methods in Electric
                  Load Prediction Framework},
  booktitle    = {{IASTED} International Conference on Artificial Intelligence and Applications,
                  part of the 24th Multi-Conference on Applied Informatics, Innsbruck,
                  Austria, February 13-16, 2006},
  pages        = {439--444},
  publisher    = {{IASTED/ACTA} Press},
  year         = {2006},
  url          = {https://dl.acm.org/doi/10.5555/1166890.1166965},
  doi          = {10.5555/1166890.1166965},
  timestamp    = {Wed, 04 May 2022 13:03:25 +0200},
  biburl       = {https://dblp.org/rec/conf/aia/SzupilukWZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SzupilukWZ06,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  title        = {Blind Signal Separation Methods for Integration of Neural Networks
                  Results},
  booktitle    = {9th International Conference on Information Fusion, {FUSION} 2006,
                  Florence, Italy, July 10-13, 2006},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICIF.2006.301612},
  doi          = {10.1109/ICIF.2006.301612},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/SzupilukWZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SzupilukWZ06,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Stefanos D. Kollias and
                  Andreas Stafylopatis and
                  Wlodzislaw Duch and
                  Erkki Oja},
  title        = {Prediction Improvement via Smooth Component Analysis and Neural Network
                  Mixing},
  booktitle    = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
                  Athens, Greece, September 10-14, 2006. Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4132},
  pages        = {133--140},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11840930\_14},
  doi          = {10.1007/11840930\_14},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/SzupilukWZ06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecctd/SiwekOSWZ05,
  author       = {Krzysztof Siwek and
                  Stanislaw Osowski and
                  Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  title        = {Blind source separation for improved load forecasting in the power
                  system},
  booktitle    = {Proceedings of the 2005 European Conference on Circuit Theory and
                  Design, {ECCTD} 2005, Cork, Ireland, August 29th - September 1st 2005},
  pages        = {61--64},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ECCTD.2005.1523060},
  doi          = {10.1109/ECCTD.2005.1523060},
  timestamp    = {Thu, 28 Mar 2024 11:30:41 +0100},
  biburl       = {https://dblp.org/rec/conf/ecctd/SiwekOSWZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/SzupilukWZ05,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {{PCA} and {ICA} Methods for Prediction Results Enhancement},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'05 Conference held in Gdansk, Poland,
                  June 13-16, 2005},
  series       = {Advances in Soft Computing},
  volume       = {31},
  pages        = {387--394},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/3-540-32392-9\_40},
  doi          = {10.1007/3-540-32392-9\_40},
  timestamp    = {Sat, 19 Oct 2019 20:03:32 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/SzupilukWZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SzupilukWZ04,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Leszek Rutkowski and
                  J{\"{o}}rg H. Siekmann and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh},
  title        = {Model Improvement by the Statistical Decomposition},
  booktitle    = {Artificial Intelligence and Soft Computing - {ICAISC} 2004, 7th International
                  Conference, Zakopane, Poland, June 7-11, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3070},
  pages        = {1199--1204},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24844-6\_188},
  doi          = {10.1007/978-3-540-24844-6\_188},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SzupilukWZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/SzupilukandWZ04,
  author       = {Ryszard Szupiluk and
                  Piotr Wojewnik and
                  Tomasz Zabkowski},
  editor       = {Mieczyslaw A. Klopotek and
                  Slawomir T. Wierzchon and
                  Krzysztof Trojanowski},
  title        = {Independent Component Analysis for Filtration in Data Mining},
  booktitle    = {Intelligent Information Processing and Web Mining, Proceedings of
                  the International {IIS:} IIPWM'04 Conference held in Zakopane, Poland,
                  May 17-20, 2004},
  series       = {Advances in Soft Computing},
  pages        = {117--125},
  publisher    = {Springer},
  year         = {2004},
  timestamp    = {Mon, 20 Jun 2005 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iis/SzupilukandWZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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