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- 1.0377988 - ÚI 2013 GR eng C - Conference Paper (international conference)
Řezanková, H. - Húsek, Dušan - Ryšánková, A.
Grouping Ordinal Variables by Using Fuzzy Cluster Analysis.
SMTDA 2010. International Conference on Stochastic Modeling Techniques and Data Analysis. Chania, 2010, s. 701-710.
[SMTDA 2010. International Conference on Stochastic Modeling Techniques and Data Analysis. Chania (GR), 08.06.2010-11.06.2010]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : dimensionality reduction * ordinal variables * multidimensional scaling * categorical principal component analysis * fuzzy cluster analysis
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0209988File Download Size Commentary Version Access a0377988.pdf 1 200.2 KB Publisher’s postprint require - 2.0368470 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Brain Computer Interface Enhancement by Independent Component Analysis.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction IHCI 2011. Heidelberg: Springer, 2013 - (Kudělka, M.; Pokorný, J.; Snášel, V.; Abraham, A.), s. 51-60. Advances in Intelligent Systems and Computing, 179. ISBN 978-3-642-31602-9. ISSN 2194-5357.
[IHCI 2011. International Conference on Intelligent Human Computer Interaction /3./. Prague (CZ), 29.08.2011-31.08.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : brain computer interface * EEG patterns classiffication * independent component analysis * classification accuracy * m-rythm identification
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0202804File Download Size Commentary Version Access a0368470.pdf 3 498.3 KB Publisher’s postprint require - 3.0368469 - ÚI 2013 RIV DE eng C - Conference Paper (international conference)
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Boolean Factor Analysis by Expectation-Maximization Method.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction IHCI 2011. Heidelberg: Springer, 2013 - (Kudělka, M.; Pokorný, J.; Snášel, V.; Abraham, A.), s. 243-254. Advances in Intelligent Systems and Computing, 179. ISBN 978-3-642-31602-9. ISSN 2194-5357.
[IHCI 2011. International Conference on Intelligent Human Computer Interaction /3./. Prague (CZ), 29.08.2011-31.08.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : neural networks * hidden pattern search * Boolean factor analysis * generative model * information redundancy * exceptation-maximization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0202803File Download Size Commentary Version Access a0368469.pdf 4 431.7 KB Publisher’s postprint require - 4.0368431 - ÚI 2012 RIV US eng C - Conference Paper (international conference)
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
Expectation-Maximization Approach to Boolean Factor Analysis.
IJCNN 2011 Conference Proceedings. Piscataway: IEEE, 2011, s. 559-566. ISBN 978-1-4244-9636-5.
[IJCNN 2011. International Joint Conference on Neural Networks. San Jose (US), 31.07.2011-05.08.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * bars problem * dendritic inhibition * expectation-maximization * neural network application * statistics
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0202775File Download Size Commentary Version Access a0368431.pdf 2 573 KB Publisher’s postprint require - 5.0365748 - ÚI 2012 RIV US eng C - Conference Paper (international conference)
Frolov, A. - Húsek, Dušan - Bobrov, P.
Brain-Computer Interface: Common Tensor Discriminant Analysis Classifier Evaluation.
Nature and Biologically Inspired Computing. Piscataway: IEEE, 2011 - (Abraham, A.; Corchado, E.; Berwick, R.; de Carvalho, A.; Zomaya, A.; Yager, R.), s. 614-620. ISBN 978-1-4577-1122-0.
[NaBIC 2011. World Congress on Nature and Biologically Inspired Computing /3./. Salamanca (ES), 19.10.2011-21.10.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079; GA MŠMT(CZ) 1M0567
Grant - others:GA MŠk(CZ) ED1.1.00/02.0070
Program: ED
Institutional research plan: CEZ:AV0Z10300504
Keywords : human computer interface * motor imagery * EEG signal classification * Bayesian classification * Common Spatial Patterns * Common Tensor Discriminant Analysis
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0200917File Download Size Commentary Version Access a0365748.pdf 1 1.1 MB Publisher’s postprint require - 6.0359156 - ÚI 2012 RIV DE eng C - Conference Paper (international conference)
Frolov, A. A. - Húsek, Dušan - Polyakov, P.Y.
New Measure of Boolean Factor Analysis Quality.
Adaptive and Natural Computing Algorithms. Part I. Vol. 1. Heidelberg: Springer, 2011 - (Dobnikar, A.; Lotrič, U.; Šter, B.), s. 100-109. Lecture Notes in Computer Science, 6593. ISBN 978-3-642-20281-0. ISSN 0302-9743.
[ICANNGA'2011. International Conference /10./. Ljubljana (SI), 14.04.2011-16.04.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : Boolean factor analysis * information gain * expectation-maximization * associative memory * neural network application * Boolean matrix factorization * bars problem * Hopfield neural network
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0196992File Download Size Commentary Version Access a0359156.pdf 1 275 KB Publisher’s postprint require - 7.0356107 - ÚI 2011 RIV DE eng C - Conference Paper (international conference)
Ševčík, R. - Řezanková, H. - Húsek, Dušan
Comparison of Selected Methods for Document Clustering.
Advances in Intelligent Web Mastering - 3. Berlin: Springer, 2011 - (Mugellini, E.; Szczepaniak, P.; Pettenati, M.; Sokhn, M.), s. 101-110. Advances in Intelligent and Soft Computing, 86. ISBN 978-3-642-18028-6. ISSN 1867-5662.
[AWIC 2011. Atlantic Web Intelligence Conference /7./. Fribourg (CH), 26.01.2011-28.01.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : web clustering * cluster analysis * textual documents * web content classification * newsgroups analysis * vector model
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0194720 - 8.0356106 - ÚI 2011 RIV DE eng C - Conference Paper (international conference)
Řezanková, H. - Löster, T. - Húsek, Dušan
Evaluation of Categorical Data Clustering.
Advances in Intelligent Web Mastering - 3. Berlin: Springer, 2011 - (Mugellini, E.; Szczepaniak, P.; Pettenati, M.; Sokhn, M.), s. 173-182. Advances in Intelligent and Soft Computing, 86. ISBN 978-3-642-18028-6. ISSN 1867-5662.
[AWIC 2011. Atlantic Web Intelligence Conference /7./. Fribourg (CH), 26.01.2011-28.01.2011]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : cluster analysis * nominal variable * determination of cluster numbers * evaluation of clustering
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0194719 - 9.0347817 - ÚI 2011 RIV DE eng C - Conference Paper (international conference)
Řezanková, H. - Húsek, Dušan - Löster, T.
Clustering with Mixed Type Variables and Determination of Cluster Numbers.
Proceedings of COMPSTAT 2010. Heidelberg: Physica Verlag, 2010 - (Lechevallier, Y.; Saporta, G.), s. 1525-1532. ISBN 978-3-7908-2603-6.
[COMPSTAT 2010. International Conference on Computational Statistics /19./. Paris (FR), 22.08.2010-27.08.2010]
R&D Projects: GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : cluster analysis * entropy * Gini's coefficient of mutability * cluster number determination * Schwarz's Bayesian information criterion
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0188506File Download Size Commentary Version Access a0347817.pdf 0 412.2 KB jiné číslování stránek Publisher’s postprint require - 10.0347803 - ÚI 2011 RIV DE eng C - Conference Paper (international conference)
Frolov, A. A. - Polyakov, P.Y. - Húsek, Dušan
Boolean Factor Analysis by the Expectation-Maximization Algorithm.
Proceedings of COMPSTAT 2010. Heidelberg: Physica Verlag, 2010 - (Lechevallier, Y.; Saporta, G.), s. 1039-1046. ISBN 978-3-7908-2603-6.
[COMPSTAT 2010. International Conference on Computational Statistics /19./. Paris (FR), 22.08.2010-27.08.2010]
R&D Projects: GA MŠMT(CZ) 1M0567; GA ČR GAP202/10/0262; GA ČR GA205/09/1079
Institutional research plan: CEZ:AV0Z10300504
Keywords : boolean factor analysis * generative model * information gain * efficiency measure
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0188494File Download Size Commentary Version Access a0347803.pdf 2 1.3 MB jiné číslování stránek Publisher’s postprint require