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- 1.0427034 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Kohout, J. - Neruda, Roman
Two-Phase Genetic Algorithm for Social Network Graphs Clustering.
IEEE 27th International Conference on Advanced Information Networking and Applications Workshops. Los Alamitos: IEEE Computer Society, 2013 - (Barolli, L.; Xhafa, F.; Takizawa, M.; Enokido, T.; Hsu, H.), s. 197-202. ISBN 978-0-7695-4952-1.
[WAINA 2013. International Conference on Advanced Information Networking and Applications Workshops /27./. Barcelona (ES), 25.03.2013-28.03.2013]
R&D Projects: GA ČR GAP202/11/1368
Grant - others:European Office of Aerospace Research and Development(XE) FA8655-11-3035
Institutional support: RVO:67985807
Keywords : clustering * genetic algorithms * graph
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0232647File Download Size Commentary Version Access a0427034.pdf 1 609.5 KB Publisher’s postprint require - 2.0425750 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Kazík, O. - Šmíd, J. - Neruda, Roman
Evolutionary Optimization of Meta Data Metric for Method Recommendation.
Proceedings of the 2013 IEEE Conference on Cybernetics and Intelligent Systems (CIS). Piscataway: IEEE Computer Society, 2013, s. 123-127. ISBN 978-1-4799-1072-4.
[CIS-RAM 2013. IEEE International Conference on Cybernetics and Intelligent Systems /6./ and IEEE International Conference on Robotics, Automation and Mechatronics /6./. Manila (PH), 12.11.2013-15.11.2013]
R&D Projects: GA ČR GAP202/11/1368
Institutional support: RVO:67985807
Keywords : evolutionary algorithms * data mining * metalearning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0232847File Download Size Commentary Version Access a0425750.pdf 0 116.9 KB Publisher’s postprint require - 3.0425703 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Kazík, O. - Pešková, K. - Šmíd, J. - Neruda, Roman
Clustering Based Classification in Data Mining Method Recommendation.
ICMLA 2013. Proceedings of the 12th International Conference on Machine Learning and Applications. Vol. 2. Los Alamitos: IEEE Computer Society, 2013 - (Wani, M.; Tecuci, G.; Boicu, M.; Kubát, M.; Khoshgoftaar, T.; Seliya, N.), s. 356-361. ISBN 978-0-7695-5144-9.
[ICMLA 2013. International Conference on Machine Learning and Applications /12./. Miami (US), 04.12.2013-07.12.2013]
R&D Projects: GA ČR GAP202/11/1368; GA MŠMT(CZ) LD13002
Grant - others:GA UK(CZ) 29612; SVV(CZ) 265314
Institutional support: RVO:67985807
Keywords : metalearning * clustering * data mining * method recommendation
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0232431File Download Size Commentary Version Access a0425703.pdf 0 450.6 KB Publisher’s postprint require - 4.0425344 - ÚI 2014 RIV DE eng C - Conference Paper (international conference)
Šmíd, J. - Neruda, Roman
Using Genetic Programming to Estimate Performance of Computational Intelligence Models.
Adaptive and Natural Computing Algorithms. Berlin: Springer, 2013 - (Tomassini, M.; Antonioni, A.; Daolio, F.; Buesser, P.), s. 169-178. Lecture Notes in Computer Science, 7824. ISBN 978-3-642-37212-4. ISSN 0302-9743.
[ICANNGA'2013 /11./. Lausanne (CH), 04.04.2013-06.04.2013]
R&D Projects: GA ČR GAP202/11/1368
Grant - others:UK(CZ) SVV 2673/4
Institutional support: RVO:67985807
Keywords : metalearning * genetic programming * data mining * performance prediction
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0231237File Download Size Commentary Version Access a0425344.pdf 0 1.7 MB Publisher’s postprint require - 5.0424059 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
A Surrogate Based Multiobjective Evolution Strategy with Different Models for Local Search and Pre-selection.
Proceedings of the 24th IEEE International Conference on Tools with Artificial Intelligence. Piscataway: IEEE Computer Society, 2012, s. 215-222. ISBN 978-0-7695-4915-6. ISSN 1082-3409.
[ICTAI 2012. IEEE International Conference on Tools with Artificial Intelligence /24./. Athens (US), 07.11.2012-09.11.2012]
R&D Projects: GA ČR GD201/09/H057; GA ČR GAP202/11/1368
Institutional support: RVO:67985807
Keywords : evolutionary algorithms * meta-model * multiobjective optimization * surrogate model
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0230097File Download Size Commentary Version Access a0424059.pdf 0 259.2 KB Publisher’s postprint require - 6.0423839 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
Surrogate model selection for evolutionary multiobjective optimization.
2013 IEEE Congress on Evolutionary Computation. Piscataway: IEEE CS, 2013, s. 1860-1867. ISBN 978-1-4799-0453-2.
[CEC 2013. IEEE Congress on Evolutionary Computation. Cancún (MX), 20.06.2013-23.06.2013]
R&D Projects: GA ČR GAP202/11/1368
Grant - others:GA UK(CZ) 345511
Institutional support: RVO:67985807
Keywords : multiobjective optimization * evolutionary algorithm * meta-model * model selection
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0229894File Download Size Commentary Version Access a0423839.pdf 0 806.4 KB Publisher’s postprint require - 7.0396832 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Holeňa, Martin - Charypar, V.
Improving the Model Guided Sampling Optimization by Model Search and Slice Sampling.
ITAT 2013: Information Technologies - Applications and Theory Workshops, Posters, and Tutorials. North Charleston: CreateSpace Independent Publishing Platform, 2013 - (Vinař, T.; Holeňa, M.; Lexa, M.; Peška, L.; Vojtáš, P.), s. 86-91. ISBN 978-1-4909-5208-6.
[ITAT 2013. Conference on Theory and Practice of Information Technologies. Donovaly (SK), 11.09.2013-15.09.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA13-17187S
Grant - others:GA UK(CZ) 278511/2011; GA CTU(CZ) SGS12/196/OHK3/3T/14
Institutional support: RVO:67985807
Keywords : black-box optimization * evolutionary optimization * EGO * Gaussian process * slice sampling
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0224521File Download Size Commentary Version Access 0396832.pdf 4 853 KB Publisher’s postprint require - 8.0396820 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Kůrková, Věra
Representations of highly-varying functions by perceptron networks.
ITAT 2013: Information Technologies - Applications and Theory Workshops, Posters, and Tutorials. North Charleston: CreateSpace Independent Publishing Platform, 2013 - (Vinař, T.; Holeňa, M.; Lexa, M.; Peška, L.; Vojtáš, P.), s. 73-76. ISBN 978-1-4909-5208-6.
[ITAT 2013. Conference on Theory and Practice of Information Technologies. Donovaly (SK), 11.09.2013-15.09.2013]
R&D Projects: GA ČR GAP202/11/1368
Institutional support: RVO:67985807
Keywords : one-hidden-layer networks * perceptrons * Boolean functions * network complexity
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0224517File Download Size Commentary Version Access 0396820.pdf 1 770.1 KB Publisher’s postprint require - 9.0394260 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Bajer, Lukáš - Charypar, V. - Holeňa, Martin
Model guided sampling optimization with gaussian processes for expensive black-box optimization.
GECCO Companion '13. Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion. New York: ACM, 2013 - (Blum, C.), s. 1715-1716. ISBN 978-1-4503-1964-5.
[GECCO 2013. Genetic and Evolutionary Computation Conference. Amsterdam (NL), 06.07.2013-10.07.2013]
R&D Projects: GA ČR GAP202/11/1368; GA ČR GA13-17187S
Grant - others:GA UK(CZ) 278511/2011; CTU(CZ) SGS12/196/OHK3/3T/14
Institutional support: RVO:67985807
Keywords : benchmarking * black-box optimization * modelling * gaussian processes
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0222531File Download Size Commentary Version Access a0394260.pdf 0 462.3 KB Publisher’s postprint require - 10.0394258 - ÚI 2014 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
Multiobjectivization for Classifier Parameter Tuning.
GECCO Companion '13. Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion. New York: ACM, 2013 - (Blum, C.), s. 97-98. ISBN 978-1-4503-1964-5.
[GECCO 2013. Genetic and Evolutionary Computation Conference. Amsterdam (NL), 06.07.2013-10.07.2013]
R&D Projects: GA ČR GAP202/11/1368
Grant - others:GA UK(CZ) 345511
Institutional support: RVO:67985807
Keywords : multiobjective optimization * classification * machine learning * evolutionary algorithm * multiobjectivization * parameter tuning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0222537File Download Size Commentary Version Access a0394258.pdf 0 313.4 KB Publisher’s postprint require