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 MŠMT 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 - 2.0319183 - 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 MŠMT 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 - 3.0318431 - 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 MŠMT 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 - 4.0088987 - 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 MŠMT 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