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- 1.0405508 - UIVT-O 330886 RIV FR eng C - Conference Paper (international conference)
Húsek, Dušan - Frolov, A. A. - Řezanková, H. - Snášel, Václav - Dufosse, M. - Polyakov, P.Y.
Neural Network Attempt to Nonlinear Binary Factor Analysis of Textual Data.
[Neuronový přístup k nelineární faktorové analýze textových dat.]
Aplied Stochastic Models and Data Analysis. Brest: ENST Bretagne, 2005 - (Janssen, J.; Lenca, P.), s. 1460-1467. ISBN 2-908849-15-1.
[ASMDA 2005. International Symposium on Applied Stochastic Models and Data Analysis /11./. Brest (FR), 17.05.2005-20.05.2005]
R&D Projects: GA AV ČR 1ET100300414; GA ČR GA201/05/0079
Grant - others:BARRANDE(EU) 2005-06-060-1
Institutional research plan: CEZ:AV0Z10300504
Keywords : neural networks * binary factor analysis * clustering * information retrieval
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125666 - 2.0405496 - UIVT-O 330874 RIV AT eng C - Conference Paper (international conference)
Kudová, Petra - Šámalová, Terezie
Product Kernel Regularization Networks.
[Regularizační sítě se součinnými kernely.]
Adaptive and Natural Computing Algorithms. Wien: Springer-Verlag, 2005 - (Ribiero, B.; Albrecht, R.; Dobnikar, A.; Pearson, D.; Steele, N.), s. 433-436. ISBN 3-211-24934-6.
[ICANNGA'2005 /7./. Coimbra (PT), 21.03.2005-23.03.2005]
R&D Projects: GA ČR GA201/05/0557; GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : learning form examples * regularization networks * product kernel * kernel methods
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125657 - 3.0390803 - ÚI 2013 RIV PT eng C - Conference Paper (international conference)
Húsek, Dušan - Frolov, A. A. - Polyakov, P.Y. - Řezanková, H. - Snášel, V.
Application of Neural Network Boolean Factor Analysis Procedure to Automatic Conference Papers Categorization.
Bulletin of the International Statistical Institute. Lisabon: Instituto Nacional de Estatística, 2008 - (Gomes, M.; Pinto Martins, J.; Silva, J.), s. 3739-3742. ISBN 978-972-673-992-0.
[ISI 2007. Session of the International Statistical Institute /56./. Lisboa (PT), 22.08.2007-29.08.2007]
R&D Projects: GA AV ČR 1ET100300414
Grant - others:RFBR(RU) 05-07-90049
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * document classification * automatic concepts search * unsupervised learning * neural network
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0219634File Download Size Commentary Version Access 0390803.pdf 2 600.5 KB Author´s preprint open-access - 4.0339960 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Kursin, A. - Húsek, Dušan - Neruda, Roman
Faster Learning with Overlapping Neural Assemblies.
Artificial Neural Networks – ICANN 2006. Vol. 1. Berlin: Springer, 2006 - (Kollias, S.; Stafylopatis, A.; Duch, W.; Oja, E.), s. 226-233. Lecture Notes in Computer Science, 4131. ISBN 3-540-38625-4.
[ICANN 2006. International Conference on Artificial Neural Networks /16./. Athens (GR), 10.09.2006-14.09.2006]
R&D Projects: GA AV ČR 1ET100300414
Grant - others:INTAS(RU) 03-55-1661
Institutional research plan: CEZ:AV0Z10300504
Keywords : neural networks * learning algorithms * neural assemblies
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0183320 - 5.0339949 - ÚI 2010 RIV DE eng C - Conference Paper (international conference)
Kudová, Petra - Šámalová, Terezie
Sum and Product Kernel Regularization Networks.
Artificial Intelligence and Soft Computing – ICAISC 2006. Berlin: Springer, 2006 - (Rutkowski, L.; Tadeusiewicz, R.; Zadeh, L.; Zurada, J.), s. 56-65. Lecture Notes in Artificial Intelligence, 4029. ISBN 3-540-35748-3.
[ICAISC 2006. International Conference /8./. Zakopane (PL), 25.06.2006-29.06.2006]
R&D Projects: GA AV ČR 1ET100300414; GA AV ČR 1ET100300517
Grant - others:HPC-Europa(EU) RII3-CT-2003-506079
Institutional research plan: CEZ:AV0Z10300504
Keywords : supervised learning * regularization networks * sum kernel * product kernel
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0183314 - 6.0329306 - ÚI 2010 RIV CZ cze C - Conference Paper (international conference)
Řezanková, H. - Húsek, Dušan
Zjišťování optimálního počtu shluků ve statistických programových systémech.
[Determination of the Optimal Number of Clusters in Statistical Software Systems.]
ROBUST 2008. Praha: JČMF, 2009 - (Antoch, J.; Dohnal, G.), s. 377-384. ISBN 978-80-7015-004-7.
[ROBUST 2008. Letní škola JČMF /15./. Pribylina (SK), 08.09.2008-12.09.2008]
R&D Projects: GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : shluková analýza * počet shluků * statistické programy
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0175378 - 7.0315167 - ÚI 2009 RIV SK cze C - Conference Paper (international conference)
Gemrot, J. - Kadlec, R. - Brom, C. - Vidnerová, Petra
Evoluce chování agentů v 3D prostředí.
[Evolution of Agent Behaviour in 3D Environment.]
Informačné technológie - Aplikácie a teória. Košice: Prírodovedecká fakulta, Univerzita P.J. Šafárika, 2008 - (Vojtáš, P.), s. 3-10. ISBN 978-80-969184-8-5.
[ITAT 2008. Conference on Theory and Practice of Information Theory. Hrebienok (SK), 22.09.2008-26.09.2008]
R&D Projects: GA AV ČR 1ET100300517; GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : evoluční algoritmy * genetické programování * počítačové hry
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0165445 - 8.0314040 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Frolov, A. A. - Húsek, Dušan - Řezanková, H. - Snášel, V. - Polyakov, P.Y.
Clustering Variables by Classical Approaches and Neural Network Boolean Factor Analysis.
[Shlukování proměnných klasickými metodami a pomocí neurosíťové Booleovské faktorové analýzy.]
International Joint Conference on Neural Networks. Piscataway: IEEE, 2008, s. 3742-3746. ISBN 978-1-4244-1820-6.
[IJCNN 2008. International Joint Conference on Neural Networks. Hong Kong (CN), 01.06.2008-08.06.2008]
R&D Projects: GA MŠMT(CZ) 1M0567; GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : clustering * Boolean factor analysis * linear factor analysis * overlapping classes
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0164677 - 9.0313696 - ÚI 2009 RIV CZ eng C - Conference Paper (international conference)
Řezanková, H. - Húsek, Dušan
Methods for the Determination of the Number of Clusters in Statistical Software Packages.
[Metody pro stanovení počtu shluků ve statistických programových systémech.]
Mezinárodní statistickoekonomické dny na VŠE v Praze. Praha: VŠE, 2008, s. 1-6. ISBN 978-80-86175-62-1.
[MSED 2008. Mezinárodní statistickoekonomické dny na VŠE v Praze /2./. Praha (CZ), 18.09.2008-19.09.2008]
R&D Projects: GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : cluster analysis * number of clusters * software packages
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0164434 - 10.0313052 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Húsek, Dušan - Frolov, A. A. - Řezanková, H. - Snášel, V. - Polyakov, P.Y.
Some Remarks on Binary Data Grouping.
[Několik poznámek ke shlukování binárních dat.]
Database and Expert Systems Applications. Los Alamitos: IEEE, 2008, s. 559-565. ISBN 978-0-7695-3299-8.
[ETID '08. International Workshop on Evolutionary Techniques /2./, in collocation with DEXA 2008 International Conference /19./. Turin (IT), 01.09.2008-05.09.2008]
R&D Projects: GA MŠMT(CZ) 1M0567; GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : clustering of variables * binary data * number of clusters
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0163974