Search results
- 1.0428419 - ÚI 2015 RIV RU rus J - Journal Article
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Algoritm bulevskogo faktornogo analiza, osnovannyj na kombinirovanii nejrosetevogo podchoda i metoda maksimizacii funkcii pravdopodobija.
[Combined Algorithm for Boolean Factor Analysis based on Neural Network and Likelihood Maximization Approaches.]
Nejrokomp'jutery: razrabotka, primenenie. -, č. 3 (2014), s. 3-11. ISSN 1999-8554
Institutional support: RVO:67985807
Keywords : boolean factor analysis * attractor neural network * likelihood function maximization * KEGG database
Subject RIV: IN - Informatics, Computer Science
http://www.radiotec.ru/catalog.php?cat=jr7&art=14354
Permanent Link: http://hdl.handle.net/11104/0233787 - 2.0398493 - ÚI 2015 RIV NL eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y. - Snášel, V.
New BFA Method Based on Attractor Neural Network and Likelihood Maximization.
[Nová metoda BFA založená na atraktorové neuronové síti a maximalizaci věrohodnostní funkce.]
Neurocomputing. Roč. 132, 20 May (2014), s. 14-29. ISSN 0925-2312. E-ISSN 1872-8286
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070; GA MŠk(CZ) EE.2.3.20.0073
Program: ED
Institutional support: RVO:67985807
Keywords : recurrent neural network * associative memory * Hebbian learning rule * neural network application * data mining * statistics * Boolean factor analysis * information gain * dimension reduction * likelihood-maximization * bars problem
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.083, year: 2014
Permanent Link: http://hdl.handle.net/11104/0225993 - 3.0369641 - ÚI 2015 RIV NL eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Two Expectation-Maximization Algorithms for Boolean Factor Analysis.
[Dva EM algoritmy pro Booleovskou faktorovou analýzu.]
Neurocomputing. Roč. 130, 23 April (2014), s. 83-97. ISSN 0925-2312. E-ISSN 1872-8286
R&D Projects: GA ČR GAP202/10/0262
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070; GA MŠk(CZ) EE.2.3.20.0073
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean Factor analysis * Binary Matrix factorization * Neural networks * Binary data model * Dimension reduction * Bars problem
Subject RIV: IN - Informatics, Computer Science
Impact factor: 2.083, year: 2014
Permanent Link: http://hdl.handle.net/11104/0203657 - 4.0360031 - ÚI 2012 RIV RU rus J - Journal Article
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Bulevskij faktornyj analiz na osnove attraktornoj nejronnoj seti i nekotoryje ego priloženija.
[Bulev factorial analysis by means of attractor neural network and its some appendices.]
Nejrokomp'jutery: razrabotka, primenenie. -, č. 1 (2011), s. 25-46. ISSN 1999-8554
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * recurrent neural network * Hopfield-like neural network * associative memory * unsupervised learning
Subject RIV: IN - Informatics, Computer Science
http://www.radiotec.ru/catalog.php?cat=jr7&art=8576
Permanent Link: http://hdl.handle.net/11104/0197681 - 5.0334976 - ÚI 2010 RIV NL eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P. - Polyakov, P.Y.
Origin and Elimination of Two Global Spurious Attractors in Hopfield-Like Neural Network Performing Boolean Factor Analysis.
[Původ a odstranění dvou globálních lživých atraktorů v booleovském faktorovém analyzátoru založeném na Hopfieldově neuronové síti.]
Neurocomputing. Roč. 73, č. 7-9 (2010), s. 1394-1404. ISSN 0925-2312. E-ISSN 1872-8286
R&D Projects: GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * Hopfield neural Network * unsupervised learning * dimension reduction * data mining
Subject RIV: IN - Informatics, Computer Science
Impact factor: 1.429, year: 2010
Permanent Link: http://hdl.handle.net/11104/0179576 - 6.0321649 - ÚI 2010 RIV US eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Recurrent Neural Network Based Boolean Factor Analysis and its Application to Word Clustering.
[Booleovská faktorová analýza založená na rekurentní neuronové síti a její aplikace na shlukování slov.]
IEEE Transactions on Neural Networks. Roč. 20, č. 7 (2009), s. 1073-1086. ISSN 1045-9227
R&D Projects: GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : recurrent neural network * Hopfield-like neural network * associative memory * unsupervised learning * neural network architecture * neural network application * statistics * Boolean factor analysis * concepts search * information retrieval
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.889, year: 2009
Permanent Link: http://hdl.handle.net/11104/0170122 - 7.0083501 - ÚI 2008 RIV US eng J - Journal Article
Frolov, A. A. - Húsek, Dušan - Muraviev, I. P. - Polyakov, P.Y.
Boolean Factor Analysis by Attractor Neural Network.
[Boolevská faktorová analýza pomocí atraktorové neuronové sítě.]
IEEE Transactions on Neural Networks. Roč. 18, č. 3 (2007), s. 698-707. ISSN 1045-9227
R&D Projects: GA AV ČR 1ET100300419; GA ČR GA201/05/0079
Institutional research plan: CEZ:AV0Z10300504
Keywords : recurrent neural network * Hopfield-like neural network * associative memory * unsupervised learning * neural network architecture * neural network application * statistics * Boolean factor analysis * dimensionality reduction * features clustering * concepts search * information retrieval
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.769, year: 2007
Permanent Link: http://hdl.handle.net/11104/0146721