Search results
- 1.0454876 - ÚI 2016 DE eng C - Conference Paper (international conference)
Bartl, E. - Bělohlávek, R. - Osicka, P. - Řezanková, Hana
Dimensionality Reduction in Boolean Data: Comparison of Four BMF Methods.
Clustering High-Dimensional Data. Berlin: Springer, 2015 - (Masulli, F.; Petrosino, A.; Rovetta, S.), s. 118-133. Lecture Notes in Computer Science, 7627. ISBN 978-3-662-48576-7. ISSN 0302-9743.
[CHDD 2012. Clustering High-Dimensional Data. International Workshop /1./. Naples (IT), 15.05.2012-15.05.2012]
R&D Projects: GA ČR GAP202/10/0262
Grant - others:GA MŠk CZ.1.07/2.3.00/20.0059
Keywords : binary data * dimensionality reduction * Boolean factor analysis * matrix decomposition
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0255530File Download Size Commentary Version Access a0454876.pdf 1 296.1 KB Publisher’s postprint require - 2.0405190 - UIVT-O 20030151 RIV CZ cze J - Journal Article
Řezanková, H. - Húsek, Dušan - Frolov, A. A.
Použití standardních statistických procedur pro booleovskou faktorovou analýzu.
[Application of Nonstandard Statistical Methods as a Tool for Boolean Factorization Analysis.]
Mundus Symbolicus. Roč. 11, - (2003), s. 81-86. ISSN 1210-809X
R&D Projects: GA ČR GA201/01/1192
Institutional research plan: AV0Z1030915
Keywords : factor analysis * cluster analysis * binary data
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0125386 - 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 - 4.0353038 - ÚI 2011 RIV CZ eng J - Journal Article
Martinková, Patrícia - Zvára, Karel
Reliability of Composite Dichotomous Measurements.
European Journal for Biomedical Informatics. Roč. 6, č. 2 (2010), s. 103-109. ISSN 1801-5603
R&D Projects: GA MŠMT(CZ) 1M06014
Institutional research plan: CEZ:AV0Z10300504
Keywords : reliability * binary data * logistic regression * Cronbach alpha * Rasch model * myocardial perfusion diagnosis
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0192388 - 5.0313987 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Snášel, V. - Platoš, J. - Krömer, P. - Húsek, Dušan - Neruda, Roman - Frolov, A. A.
Investigating Boolean Matrix Factorization.
[O výzkumu Booleovské faktorové analýzy.]
Data Mining using Matrices and Tensors. -: ACM, 2008 - (Ding, C.; Li, T.; Zhu, S.), s. 18-25. ISBN 978-1-60558-307-5.
[DMMT'08. Workshop in Conjunction with SIGKDD 2008 /14./. Las Vegas (US), 24.08.2008-24.08.2008]
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * nonnegative matrix factorization * neural networks * information retrieval * data mining * binary data
Subject RIV: BB - Applied Statistics, Operational Research
http://users.cs.fiu.edu/~taoli/kdd08-workshop/DMMT08-Proceedings.pdf
Permanent Link: http://hdl.handle.net/11104/0164635 - 6.0313059 - ÚI 2009 RIV CZ eng J - Journal Article
Snášel, V. - Platoš, J. - Krömer, P. - Húsek, Dušan - Frolov, A.
On the Road to Genetic Boolean Matrix Factorization.
[O přístupu ke genetickému Booleovskému maticovému rozkladu.]
Neural Network World. Roč. 17, č. 6 (2007), s. 675-688. ISSN 1210-0552
Institutional research plan: CEZ:AV0Z10300504
Keywords : data mining * genetic algorithms * Boolean factorization * binary data * machine learning * feature extraction
Subject RIV: IN - Informatics, Computer Science
Impact factor: 0.280, year: 2007
Permanent Link: http://hdl.handle.net/11104/0004771File Download Size Commentary Version Access 0313059.pdf 3 406.4 KB Publisher’s postprint open-access - 7.0313052 - 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 - 8.0313049 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Húsek, Dušan - Řezanková, H. - Snášel, V.
Clusters Number Determination and Statistical Software Packages.
[Určení počtu shluků a statistické programové systémy.]
Database and Expert Systems Applications. Los Alamitos: IEEE, 2008, s. 549-553. 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 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/11104/0163972 - 9.0313048 - ÚI 2009 RIV US eng C - Conference Paper (international conference)
Snášel, V. - Krömer, P. - Platoš, J. - Húsek, Dušan
On the Implementation of Boolean Matrix Factorization.
[O implementaci Booleovského rozkladu matic.]
Database and Expert Systems Applications. Los Alamitos: IEEE, 2008, s. 554-558. 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]
Institutional research plan: CEZ:AV0Z10300504
Keywords : data mining * genetic algorithms * Boolean factorization * binary data * machine learning * feature extraction
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0163971