Search results
- 1.0372954 - ÚI 2012 RIV CZ eng M - Monography Chapter
Klaschka, Jan
Tree-based EEG Classifiers for Somnolence Detection: Model Search Computational Experiments.
Reliability of Driver Car Interactions. Praha: Ústav informatiky AV ČR, v. v. i. a ČVUT, Fakulta dopravní, 2011 - (Novák, M.), s. 80-96. Edice monografií NNW, 9. ISBN 978-80-87136-12-6
R&D Projects: GA MŠk ME 949
Institutional research plan: CEZ:AV0Z10300504
Keywords : EEG classification * somnolence * Random Forests * combining classifiers
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0206145 - 2.0334640 - ÚI 2010 RIV US eng C - Conference Paper (international conference)
Coufal, David … Total 6 authors
Aggregated Fuzzy System for Classification of EEG Spectrograms.
[Agregovaný fuzzy systém pro klasifikaci EEG spektrogramů.]
Intelligent Systems and Control. Anheim: ACTA Press, 2009 - (Hamza, M.), s. 16-21. ISBN 978-0-88986-814-4.
[ISC 2009. IASTED International Conference on Intelligent Systems and Control /12./. Cambridge (US), 02.12.2009-04.12.2009]
R&D Projects: GA MDS 1F84B/042/520
Institutional research plan: CEZ:AV0Z10300504
Keywords : EEG classification * microsleeps detection * implicative fuzzy systems * radial fuzzy systems
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0179322 - 3.0326475 - ÚI 2010 IT eng A - Abstract
Coufal, David - Štefka, David - Klaschka, Jan - Holeňa, Martin - Šebesta, Václav
Classification Models for Somnolence Detection in EEG Spectra.
EURISBIS 09 Book of Abstracts. Cagliari, Sardinie: TILAPIA Communications, 2009 - (Mola, F.; Conversano, C.; Vinzi, V.; Fisher, N.). s. 80-81. ISBN 978-88-89744-13-0.
[EURISBIS 09. European Regional Meeting of the International Society for Business and Industrial Statistics. 30.05.2009-03.06.2009, Cagliari]
R&D Projects: GA MDS 1F84B/042/520
Institutional research plan: CEZ:AV0Z10300504
Keywords : EEG classification * combining classifiers * data mining
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0173571 - 4.0319183 - ÚI 2009 JP eng A - Abstract
Klaschka, Jan
Classification of Heterogeneous EEG Data by Combining Random Forests.
[Klasifikace heterogenních EEG dat kombinováním modelů získaných metodou Random Forests.]
Program and Abstracts of IASC 2008. Tokyo: Japanese Society of Computational Statistics, 2008 - (Mizuta, M.; Nakano, J.). s. 160-160. ISBN 978-4-9904445-0-1.
[IASC 2008. 05.12.2008-08.12.2008, Yokohama]
R&D Projects: GA MDS 1F84B/042/520; GA MŠk ME 949
Institutional research plan: CEZ:AV0Z10300504
Keywords : EEG classification * somnolence * random forests * combining classifiers
Subject RIV: FH - Neurology
Permanent Link: http://hdl.handle.net/11104/0168411 - 5.0318431 - ÚI 2009 RIV JP eng C - Conference Paper (international conference)
Klaschka, Jan
Classification of Heterogeneous EEG Data by Combining Random Forests.
[Klasifikace heterogenních EEG dat kombinováním modelů získaných metodou Random Forests.]
Proceedings of IASC 2008. Tokyo: Japanese Society of Computational Statistics, 2008 - (Mizuta, M.; Nakano, J.), s. 888-896. ISBN 978-4-9904445-1-8.
[IASC 2008. Yokohama (JP), 05.12.2008-08.12.2008]
R&D Projects: GA MDS 1F84B/042/520; GA MŠk ME 949
Institutional research plan: CEZ:AV0Z10300504
Keywords : EEG classification * somnolence * random forests * combining classifiers
Subject RIV: FH - Neurology
Permanent Link: http://hdl.handle.net/11104/0167849 - 6.0088987 - ÚI 2008 RIV CZ eng M - Monography Chapter
Klaschka, Jan
Tree-based Classification Models for Somnolence Detection from EEG Spectra.
[Klasifikační modely založené na stromech pro detekci ospalosti ze spekter EEG.]
Neuroinformatic Databases and Mining of Knowledge of Them. Prague: Czech Technical University, 2007 - (Novák, M.), s. 212-233. Edice monografií NNW, 7. ISBN 978-80-87136-01-0
R&D Projects: GA MŠk ME 701
Institutional research plan: CEZ:AV0Z10300504
Keywords : classification trees * classification forests * random forests * OOB estimates * EEG classification * somnolence * microsleeps
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0150349 - 7.0032006 - UIVT-O 336149 RIV CZ eng M - Monography Chapter
Klaschka, Jan
Decision Trees and Forests as EEG Classification Tool.
[Rozhodovací stromy a lesy jako nástroje pro klasifikaci EEG.]
Neurodynamics and Neuroinformatics Studies. Praha: Ústav informatiky AV ČR, FD ČVUT, 2005, s. 115-127. ISBN 80-903298-3-7
R&D Projects: GA MŠk(CZ) ME 701
Institutional research plan: CEZ:AV0Z10300504
Keywords : classification trees * classification forests * EEG classification
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0132622