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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 - 2.0389195 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
Surrogate Model for Mixed-Variables Evolutionary Optimization Based on GLM and RBF Networks.
SOFSEM 2013. Theory and Practice of Computer Science. Berlin: Springer, 2013 - (van Emde Boas, P.; Groen, F.; Italiano, G.; Nawrocki, J.; Sack, H.), s. 481-490. Lecture Notes in Computer Science, 7741. ISBN 978-3-642-35842-5. ISSN 0302-9743.
[SOFSEM 2013. Conference on Current Trends in Theory and Practice of Computer Science /39./. Špindlerův Mlýn (CZ), 26.01.2013-31.01.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : surrogate modelling * RBF networks * genetic algorithms * mixed-variables optimization * continuous and discrete variables
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0218075File Download Size Commentary Version Access a0389195.pdf 0 218.2 KB Publisher’s postprint require - 3.0384885 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Charypar, V. - Holeňa, Martin
Evolutionary optimization with active learning of surrogate models and fixed evaluation batch size.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 33-40. ISBN 978-80-971144-0-4.
[ITAT 2012. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA CTU(CZ) SGS12/157/OHK4/2T/14
Institutional support: RVO:67985807
Keywords : evolutionary optimization * fitness evaluation * surrogate modelling * Gaussian process * active learning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007332File Download Size Commentary Version Access a0384885.pdf 0 878 KB Publisher’s postprint require - 4.0384879 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Holeňa, Martin - Štefka, D.
Fuzzy classification rules based on similarity.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 25-31. ISBN 978-80-971144-0-4.
[ITAT 2012. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0802
Institutional support: RVO:67985807
Keywords : classification rules * fuzzy classification * fuzzy integral * fuzzy measure * similarity
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007331File Download Size Commentary Version Access a0384879.pdf 0 135 KB Publisher’s postprint require - 5.0384878 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Demut, R. - Holeňa, Martin
Conformal sets in neural network regression.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 17-24. ISBN 978-80-971144-0-4.
[ITAT 2012. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA CTU(CZ) SGS12/157/OHK4/2T/14
Institutional support: RVO:67985807
Keywords : nonlinear regression * artificial neural networks * confidence intervals * transductive inference * conformal sets
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007330File Download Size Commentary Version Access a0384878.pdf 0 313.8 KB Publisher’s postprint require - 6.0384877 - ÚI 2013 RIV SK eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
RBF-based surrogate model for evolutionary optimization.
Information Technologies - Applications and Theory. Seňa: PONT s.r.o., 2012 - (Horváth, T.), s. 3-8. ISBN 978-80-971144-0-4.
[ITAT 2012. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : surrogate models * mixed-variable optimization * rbf networks * evolutionary optimization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0007325File Download Size Commentary Version Access a0384877.pdf 0 483.1 KB Publisher’s postprint require - 7.0380963 - ÚI 2013 RIV US eng C - Conference Paper (international conference)
Holeňa, Martin - Linke, D. - Bajer, Lukáš
Surrogate Modeling in the Evolutionary Optimization of Catalytic Materials.
GECCO '12. Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference. New York: ACM, 2012 - (Soule, T.), s. 1095-1102. ISBN 978-1-4503-1177-9.
[GECCO 2012. Genetic and Evolutionary Computation Conference. Conference on Genetic Algorithms /21./ and Annual Genetic Programming Conference /17./. Philadelphia (US), 07.07.2012-11.07.2012]
R&D Projects: GA ČR GA201/08/0802; GA ČR GAP202/11/1368
Grant - others:GA UK(CZ) 278511/2011
Institutional support: RVO:67985807
Keywords : evolutionary optimization * mixed optimization * surrogate modeling * model suitability * applications in chemistry
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0211545File Download Size Commentary Version Access a0380963.pdf 0 505 KB Publisher’s postprint require - 8.0366053 - ÚI 2012 RIV SK eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin
Estimation of distribution algorithms with copula-based models.
Informačné technológie - aplikácie a teória. Seňa: PONT s.r.o., 2011 - (Lopatková, M.), s. 57-61. ISBN 978-80-89557-01-1.
[ITAT 2011. Conference on Theory and Practice of Information Technologies. Ždiar (SK), 17.09.2011-21.09.2011]
R&D Projects: GA ČR GA201/08/0802
Grant - others:GA UK(CZ) 278511/2011
Institutional research plan: CEZ:AV0Z10300504
Keywords : estimation of distribution algorithms * copula theory
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0201147File Download Size Commentary Version Access a0366053.pdf 0 343.5 KB Publisher’s postprint require - 9.0362974 - ÚI 2012 RIV US eng C - Conference Paper (international conference)
Holeňa, Martin - Linke, D. - Bajer, Lukáš
Case study: constraint handling in evolutionary optimization of catalytic materials.
GECCO '11 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation. New York: ACM, 2011 - (Krasnogor, N.), s. 333-339. ISBN 978-1-4503-0690-4.
[GECCO 2011. Genetic and Evolutionary Computation Conference /13./. Dublin (IE), 12.07.2011-16.07.2011]
R&D Projects: GA ČR GA201/08/0802; GA ČR GAP202/11/1368
Institutional research plan: CEZ:AV0Z10300504
Keywords : evolutionary optimization * mixed optimization * equality constraints * inequality constraints * cardinality constraints
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0199135File Download Size Commentary Version Access a0362974.pdf 0 3.6 MB Publisher’s postprint require - 10.0352864 - ÚI 2011 RIV DE eng C - Conference Paper (international conference)
Berka, Petr - Rauch, Jan
Mining and Post-Processing of Association Rules in the Atherosclerosis Risk Domain.
Information Technology in Bio- and Medical Informatics. Berlin: Springer, 2010 - (Khuri, S.; Lhotská, L.; Pisanti, N.), s. 110-117. Lecture Notes in Computer Science, 6266. ISBN 978-3-642-15019-7. ISSN 0302-9743.
[ITBAM 2010. International Conference on Information Technology in Bio- and Medical Informatics /1./. Bilbao (ES), 01.09.2010-02.09.2010]
R&D Projects: GA MŠMT(CZ) 1M06014; GA ČR GA201/08/0802
Institutional research plan: CEZ:AV0Z10300504
Keywords : data mining * association rules * meta-learning * atherosclerosis
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0192266File Download Size Commentary Version Access a0352864.pdf 1 127.9 KB Publisher’s postprint require