• DocumentCode
    3186389
  • Title

    Usage of the T-norms and T-conorms in medical data classification

  • Author

    Saastamoinen, Kalle

  • Author_Institution
    Dept. of Math. & Phys., Lappeenranta Univ. of Technol., Lappeenranta
  • fYear
    2008
  • fDate
    6-8 Oct. 2008
  • Firstpage
    183
  • Lastpage
    186
  • Abstract
    In this article, properties and usability of combined operator based on t-norms and t-conorms is studied in medical data classification. It is shown how this operator can be weighted with differential evolution and aggregated with a generalized mean, and what kinds of measures for comparison can be achieved from this procedure. New operators suitable for comparison measures are suggested, that are combination measures based on the use of Frank and Yu type of t-norms and t-conorms.
  • Keywords
    diseases; medical computing; patient diagnosis; skin; Pima data set; comparison measure based classifier; dermatology data set; diseases; lymphography data set; medical data classification; t-conorms; t-norms; Arithmetic; Diseases; Equations; Fuzzy sets; Logic; Mathematics; Physics; Spine; Usability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Conference, 2008. BEC 2008. 11th International Biennial Baltic
  • Conference_Location
    Tallinn
  • ISSN
    1736-3705
  • Print_ISBN
    978-1-4244-2059-9
  • Electronic_ISBN
    1736-3705
  • Type

    conf

  • DOI
    10.1109/BEC.2008.4657509
  • Filename
    4657509