Search results
- 1.0462767 - ÚI 2017 RIV US eng C - Conference Paper (international conference)
Šmíd, J. - Neruda, Roman
Comparing Datasets by Attribute Alignment.
CIDM 2014 IEEE Symposium on Computational Intelligence and Data Mining. Piscataway: IEEE, 2014, s. 56-62. ISBN 978-1-4799-4518-4.
[CIDM 2014. Symposium on Computational Intelligence and Data Mining. Orlando (US), 09.12.2014-12.12.2014]
R&D Projects: GA MŠMT(CZ) LD13002
Grant - others:GA UK(CZ) 610214
Institutional support: RVO:67985807
Keywords : computational intelligence * machine learning * meta-learning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0262156File Download Size Commentary Version Access a0462767.pdf 2 796.5 KB Publisher’s postprint require - 2.0461978 - ÚI 2017 RIV CH eng C - Conference Paper (international conference)
Coufal, David
Kernel Networks for Function Approximation.
Engineering Applications of Neural Networks. Cham: Springer, 2016 - (Jayne, C.; Iliadis, L.), s. 295-306. Communications in Computer and Information Science, 629. ISBN 978-3-319-44187-0. ISSN 1865-0929.
[EANN 2016. International Conference /17./. Aberdeen (GB), 02.09.2016-05.09.2016]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : kernel networks * convolution * universal approximation
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0261515File Download Size Commentary Version Access a0461978.pdf 1 516.5 KB Publisher’s postprint require - 3.0453676 - ÚI 2016 RIV US eng C - Conference Paper (international conference)
Coufal, David
Degree of Coverage of Radial Rule Bases.
NAFIPS 2015. Proceedings of the 2015 Annual Meeting of the North American Fuzzy Information Processing Society. Piscataway: IEEE, 2015, s. 1-6. ISBN 978-1-4673-7249-7.
[NAFIPS 2015. Annual Meeting of the North American. Redmond (US), 17.08.2015-19.08.2015]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : radial fuzzy systems * convex optimization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0254417File Download Size Commentary Version Access a0453676.pdf 0 622.2 KB Publisher’s postprint require - 4.0453637 - ÚI 2016 RIV CH eng C - Conference Paper (international conference)
Coufal, David
RBF Neural Networks and Radial Fuzzy Systems.
Engineering Applications of Neural Networks. Cham: Springer, 2015 - (Iliadis, L.; Jayne, C.), s. 206-215. Communications in Computer and Information Science, 517. ISBN 978-3-319-23981-1. ISSN 1865-0929. E-ISSN 1865-0937.
[EANN 2015. International Conference /16./. Rhodes (GR), 25.09.2015-28.09.2015]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : RBF neural networks * Radial fuzzy systems * Conjunctive and implicative rule bases
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0254403File Download Size Commentary Version Access a0453637.pdf 4 200.1 KB Publisher’s postprint require - 5.0449922 - ÚI 2016 RIV SK cze C - Conference Paper (international conference)
Kůrková, Věra
Modelová složitost neuronových sítí - zdánlivý paradox.
[Model Complexity of Neural Networks - a Seeming Paradox.]
Kognícia a umelý život 2015. Bratislava: Univerzita Komenského v Bratislave, 2015 - (Farkaš, I.; Takáč, M.; Rybár, J.; Kelemen, J.), s. 102-106. ISBN 978-80-223-3875-2.
[Kognícia a umelý život /15./. Trenčianske Teplice (SK), 25.05.2015-28.05.2015]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : model complexity of feedforward neural networks * one-hidden-layer networks * concentration of measure
Subject RIV: IN - Informatics, Computer Science
http://cogsci.fmph.uniba.sk/kuz2015/zbornik/prispevky/kurkova.pdf
Permanent Link: http://hdl.handle.net/11104/0251322File Download Size Commentary Version Access a0449922.pdf 2 2.2 MB Publisher’s postprint require 0449922.pdf 1 762.7 KB Author´s preprint open-access - 6.0447921 - ÚI 2016 RIV DE eng C - Conference Paper (international conference)
Kůrková, Věra
Limitations of One-Hidden-Layer Perceptron Networks.
Proceedings ITAT 2015: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2015 - (Yaghob, J.), s. 167-171. CEUR Workshop Proceedings, V-1422. ISBN 978-1-5151-2065-0. ISSN 1613-0073.
[ITAT 2015. Conference on Theory and Practice of Information Technologies /15./. Slovenský Raj (SK), 17.09.2015-21.09.2015]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : perceptron networks * model complexity * representations of finite mappings by neural networks
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0249675File Download Size Commentary Version Access a0447921.pdf 0 606.5 KB Publisher’s postprint require - 7.0446456 - ÚI 2016 RIV CH eng C - Conference Paper (international conference)
Kazík, O. - Neruda, Roman
Data Mining Process Optimization in Computational Multi-agent Systems.
Agents and Data Mining Interaction. Cham: Springer, 2015 - (Cao, L.; Zeng, Y.; An, B.; Symeonidis, A.; Gorodetsky, V.; Coenen, F.; Yu, P.), s. 93-103. Lecture Notes in Artificial Intelligence, 9145. ISBN 978-3-319-20229-7. ISSN 0302-9743.
[ADMI 2014. International Workshop on Agents and Data Mining Interaction /10./. Paris (FR), 05.05.2014-09.05.2014]
R&D Projects: GA MŠMT(CZ) LD13002
Grant - others:GA UK(CZ) 629612; SVV(CZ) 265314
Institutional support: RVO:67985807
Keywords : multi-agent systems * role-based models * data mining * computational intelligence * preprocessing * meta-learning
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0248524File Download Size Commentary Version Access a0446456.pdf 0 728.2 KB Publisher’s postprint require - 8.0435894 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
The Effect of Different Local Search Algorithms on the Performance of Multi-Objective Optimizers.
2014 IEEE Congress on Evolutionary Computation. Piscataway: IEEE CS, 2014, s. 2172-2179. ISBN 978-1-4799-6626-4.
[CEC 2014. IEEE Congress on Evolutionary Computation. Beijing (CN), 06.06.2014-11.06.2014]
R&D Projects: GA MŠMT(CZ) LD13002
Grant - others:SVV(CZ) 260 104
Institutional support: RVO:67985807
Keywords : evolutionary computation * optimisation * search problems
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0239722File Download Size Commentary Version Access a0435894.pdf 0 384.9 KB Publisher’s postprint require - 9.0435886 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Křen, T. - Neruda, Roman
Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A*.
2014 IEEE Congress on Evolutionary Computation. Piscataway: IEEE CS, 2014, s. 1847-1854. ISBN 978-1-4799-6626-4.
[CEC 2014. IEEE Congress on Evolutionary Computation. Beijing (CN), 06.06.2014-11.06.2014]
R&D Projects: GA ČR GAP202/10/1333; GA MŠMT(CZ) LD13002
Grant - others:SVV(CZ) 260 104
Institutional support: RVO:67985807
Keywords : genetic algorithms * geometry * lambda calculus * search problems
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0239718File Download Size Commentary Version Access a0435886.pdf 0 791.7 KB Publisher’s postprint require - 10.0432490 - ÚI 2015 RIV CZ eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Meta-Parameters of Kernel Methods and Their Optimization.
ITAT 2014. Information Technologies - Applications and Theory. Part II. Prague: Institute of Computer Science AS CR, 2014 - (Kůrková, V.; Bajer, L.; Peška, L.; Vojtáš, R.; Holeňa, M.; Nehéz, M.), s. 99-105. ISBN 978-80-87136-19-5.
[ITAT 2014. European Conference on Information Technologies - Applications and Theory /14./. Demänovská dolina (SK), 25.09.2014-29.09.2014]
R&D Projects: GA MŠMT(CZ) LD13002
Institutional support: RVO:67985807
Keywords : kernel methods * metalearning * computational intelligence
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0236830File Download Size Commentary Version Access 0432490.pdf 9 122.7 KB Publisher’s postprint open-access