Number of the records: 1

Aggregated Fuzzy System for Classification of EEG Spectrograms

SYSNO ASEP	0334640
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	Aggregated Fuzzy System for Classification of EEG Spectrograms
Title	Agregovaný fuzzy systém pro klasifikaci EEG spektrogramů
Author(s)	Coufal, David (UIVT-O)_{RID, SAI, ORCID}
Number of authors	6
Source Title	Intelligent Systems and Control. - Anheim : ACTA Press, 2009 / Hamza M.H. - ISBN 978-0-88986-814-4
Pages	s. 16-21
Number of pages	6 s.
Publication form	CD ROM - CD ROM
Action	ISC 2009. IASTED International Conference on Intelligent Systems and Control /12./
Event date	02.12.2009-04.12.2009
VEvent location	Cambridge
Country	US - United States
Event type	WRD
Language	eng - English
Country	US - United States
Keywords	EEG classification ; microsleeps detection ; implicative fuzzy systems ; radial fuzzy systems
Subject RIV	IN - Informatics, Computer Science
R&D Projects	1F84B/042/520 GA MDS - Ministry of Transport (MD)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
EID SCOPUS	77952415116
Annotation	In the paper we introduce the system for classification car driver’s vigilance into different classes of alertness. Dangerous states of microsleeps are of the primary interest. The system is based on the concept of radial implicative fuzzy system. We show how these systems may be employed for the specification of relations delimiting the different levels of driver’s vigilance on the basis of EEG spectrograms classification. We propose an aggregation formula for individual classifications, which develops the previously adopted approach and enhances the performance of classification.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2010

Number of the records: 1