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- 1.0368470 - 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 - 2.0364124 - ÚI 2012 CZ eng K - Conference Paper (Czech conference)
Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Classification Methods for Brain-Computer Interface.
WOFEX 2011. Ostrava: VŠB - Technical University, 2011 - (Krátký, P.; Dvorský, J.; Moravec, P.), s. 314-319. ISBN 978-80-248-2449-9.
[WOFEX 2011. Annual Workshop /9./. Ostrava (CZ), 08.09.2011-09.09.2011]
Institutional research plan: CEZ:AV0Z10300504
Keywords : brain computer interface * BCI * EEG * Bayesian classifier * common spatial patterns * CSP * common tensor discriminant analysis * CTDA * classification accuracy
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0199687File Download Size Commentary Version Access a0364124.pdf 1 734.2 KB Publisher’s postprint require - 3.0099286 - ÚTIA 2010 RIV PT eng C - Conference Paper (international conference)
Somol, Petr - Novovičová, Jana - Pudil, Pavel
Are Better Feature Selection Methods Actually Better? Discussion, Reasoning and Examples.
[Jsou lepší metody výběru příznaků skutečně lepší? Diskuse, Úvahy, Příklady.]
Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2008. Madeira: INSTICC Press, 2008, s. 246-253. ISBN 978-989-8111-16-6.
[International Conference on Health Informatics. Funchal Madeira (PT), 28.01.2008-31.01.2008]
R&D Projects: GA ČR GA102/07/1594; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * performance estimation * classification accuracy
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2008/RO/somol-are better feature selection methods actually better discussion, reasoning and examples.pdf
Permanent Link: http://hdl.handle.net/11104/0157947 - 4.0085720 - ÚTIA 2008 CZ eng V - Research Report
Somol, Petr - Novovičová, Jana
Does It Make Sense to Develop New Feature Selection Methods?.
[Má smysl vyvíjet nové metody výběru příznaků?]
Praha: ÚTIA AV ČR, 2007. 11 s. Research Report, 2193.
R&D Projects: GA MŠMT(CZ) 2C06019; GA MŠMT 1M0572; GA AV ČR IAA2075302
EU Projects: European Commission(XE) 507752 - MUSCLE
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * subset search * search methods * performance estimation * classification accuracy
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0148168