• DocumentCode
    3389578
  • Title

    Redundant rules detection in EEG fuzzy classifier

  • Author

    Coufal, David

  • Author_Institution
    Institute of Computer Science AS CR, Pod Vodárenskou vê¿Ã\xad 2, 182 07 Prague 8, Czech Republic
  • fYear
    2009
  • fDate
    16-18 April 2009
  • Firstpage
    177
  • Lastpage
    181
  • Abstract
    In the paper we present the application of the redundancy detection algorithm for the purpose of simplification of rule base of a radial implicative fuzzy classifier. The classifier is built up to detect different levels of vigilance of car drivers. The classification is based on the analysis of EEG spectrograms.
  • Keywords
    Application software; Chromium; Computer science; Detection algorithms; Electroencephalography; Electronic mail; Fuzzy sets; Fuzzy systems; Monitoring; Spectrogram; EEG spectrograms; implicative fuzzy system; microsleeps detection; redundancy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems, 2009. INES 2009. International Conference on
  • Conference_Location
    Barbados
  • Print_ISBN
    978-1-4244-4111-2
  • Electronic_ISBN
    978-1-4244-4113-6
  • Type

    conf

  • DOI
    10.1109/INES.2009.4924758
  • Filename
    4924758
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3389578