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  • The paper deals with the classification of electroencephalographic signals for detection of different states of a car driver's vigilance level. The classification is performed by means of radial implicative fuzzy system with nominal consequents. These systems have tractable computational model and allow accommodate vague information on input-output relation in a structured form. The classifier is created from experimental data with a help of GUHA data-mining method and standard Levenberg-Marquardt optimization algorithm. The adequacy of our approach is validated by obtained results.
  • The paper deals with the classification of electroencephalographic signals for detection of different states of a car driver's vigilance level. The classification is performed by means of radial implicative fuzzy system with nominal consequents. These systems have tractable computational model and allow accommodate vague information on input-output relation in a structured form. The classifier is created from experimental data with a help of GUHA data-mining method and standard Levenberg-Marquardt optimization algorithm. The adequacy of our approach is validated by obtained results. (en)
Title
  • EEG Spectra Classification by Radial Implicative Fuzzy Systems
  • EEG Spectra Classification by Radial Implicative Fuzzy Systems (en)
skos:prefLabel
  • EEG Spectra Classification by Radial Implicative Fuzzy Systems
  • EEG Spectra Classification by Radial Implicative Fuzzy Systems (en)
skos:notation
  • RIV/67985807:_____/11:00372950!RIV12-AV0-67985807
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(ME 949), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 196110
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/11:00372950
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • EEG - spectrograms; fuzzy systems; micro-sleep detection (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1F2962B7ADE5]
http://linked.open...i/riv/mistoVydani
  • Praha
http://linked.open...vEdiceCisloSvazku
  • Edice monografií NNW, 9
http://linked.open...i/riv/nazevZdroje
  • Reliability of Driver Car Interactions
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Coufal, David
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Ústav informatiky AV ČR, v. v. i. a ČVUT, Fakulta dopravní
https://schema.org/isbn
  • 978-80-87136-12-6
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