Počet záznamů: 1
Reliability of Driver Car Interactions
- 1.0372954 - ÚI 2012 RIV CZ eng M - Část monografie knihy
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
Grant CEP: GA MŠMT ME 949
Výzkumný záměr: CEZ:AV0Z10300504
Klíčová slova: EEG classification * somnolence * Random Forests * combining classifiers
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
Different strategies of the search for a tree-based EEG classification model aimed at driver's somnolence detection are applied to real data and compared in a computational experiment. Furthermore, a follow-up experimental study of one of the "winning" models from the former experiment is reported. The latter experiment is specifically focused at model search restriction as a method of coping with some confusing phenomena observed when varying parameters of the model.
Trvalý link: http://hdl.handle.net/11104/0206145
Počet záznamů: 1