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- 1.0427236 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
Dynamic Classifier Aggregation Using Fuzzy t-conorm Integral.
SITIS 2011. Proceedings of the 7th International Conference on Signal Image Technology & Internet Based Systems. Los Alamitos: IEEE Computer Society, 2011 - (Yetongnon, K.; Chbeir, R.; Dipanda, A.), s. 126-133. ISBN 978-1-4673-0431-3.
[SITIS 2011. International Conference on Signal Image Technology and Internet Based Systems /7./. Dijon (FR), 28.11.2011-01.12.2011]
R&D Projects: GA MŠMT ME 949; GA ČR GA201/08/0802
Institutional research plan: CEZ:AV0Z10300504
Keywords : fuzzy t-conorm integral * fuzzy measure * dynamic classifier combining
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0232831File Download Size Commentary Version Access a0427236.pdf 1 435.6 KB Publisher’s postprint require - 2.0351614 - ÚI 2011 RIV US eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
Dynamic Classifier Aggregation using Fuzzy Integral with Interaction-Sensitive Fuzzy Measure.
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications. Los Alamitos: IEEE, 2010 - (Hassanien, A.; Abraham, A.; Marcelloni, F.; Hagras, H.; Antonelli, M.; Hong, T.), s. 225-230. ISBN 978-1-4244-8135-4.
[ISDA 2010. International Conference on Intelligent Systems Design and Applications /10./. Cairo (EG), 29.11.2010-01.12.2010]
R&D Projects: GA MŠMT ME 949; GA ČR GA201/08/0802
Institutional research plan: CEZ:AV0Z10300504
Keywords : dynamic classifier combining * fuzzy integral * Choquet integral * fuzzy measure
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0191326File Download Size Commentary Version Access a0351614.pdf 0 200.1 KB Publisher’s postprint require - 3.0326646 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
Dynamic Classifier Systems and their Applications to Random Forest Ensembles.
[Dynamické systémy klasifikátorů a jejich využití pro klasifikaci pomocí náhodných lesů.]
Adaptive and Natural Computing Algorithms. Berlin: Springer, 2009 - (Kolehmainen, M.; Toivanen, P.; Beliczynski, B.), s. 458-468. Lecture Notes in Computer Science, 5495. ISBN 978-3-642-04920-0.
[ICANNGA'2009. International conference /9./. Kuopio (FI), 23.04.2009-25.04.2009]
R&D Projects: GA AV ČR 1ET100300517; GA ČR GA201/08/0802
Institutional research plan: CEZ:AV0Z10300504
Keywords : classifier combining * dynamic classifier aggregation * random forests * classification
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0173684 - 4.0320925 - ÚI 2009 RIV PT eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
Classifier Aggregation Using Local Classification Confidence.
[Spojování klasifikátorů pomocí lokální konfidence klasifikace.]
ICAART 2009. Setúbal: INSTICC, 2009, s. 173-178. ISBN 978-989-8111-66-1.
[ICAART 2009. International Conference on Agents and Artificial Intelligence /1./. Porto (PT), 19.01.2009-21.01.2009]
R&D Projects: GA AV ČR 1ET100300517
Institutional research plan: CEZ:AV0Z10300504
Keywords : classifier aggregation * classifier combining * classification confidence
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0169646 - 5.0087505 - ÚI 2008 RIV SK eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
Classification of EEG Data using Fuzzy k-NN Ensembles.
[Klasifikace EEG dat s použitím kombinování Fuzzy k-NN klasifikátorů.]
Informačné technológie - Aplikácie a Teória. Seňa: PONT, 2007 - (Vojtáš, P.), s. 91-94. ISBN 978-80-969184-6-1.
[ITAT 2007. Conference on Theory and Practice of Information Theory. Poľana (SK), 21.09.2007-27.09.2007]
R&D Projects: GA AV ČR 1ET100300517; GA ČR GA201/05/0325
Institutional research plan: CEZ:AV0Z10300504
Keywords : ensemble methods * classifier combining * classifier fusion * classifier aggregation * Sugeno fuzzy integral
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0149338 - 6.0083507 - ÚI 2008 RIV DE eng C - Conference Paper (international conference)
Štefka, David - Holeňa, Martin
The Use of Fuzzy t-conorm Integral for Combining Classifiers.
[Využití t-konormového fuzzy integrálu pro spojování klasifikátorů.]
Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Berlin: Springer, 2007 - (Mellouli, K.), s. 755-766. Lecture Notes in Artificial Intelligence, 4724. ISBN 978-3-540-75255-4.
[ECSQARU 2007. European Conference /9./. Hammamet (TN), 01.11.2007-02.11. 2007]
R&D Projects: GA AV ČR 1ET100300517; GA ČR GA201/05/0325
Institutional research plan: CEZ:AV0Z10300504
Keywords : combining classifiers * classifier aggregation * fuzzy integral * t-conorm integral * fuzzy measure
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0146725