• DocumentCode
    430990
  • Title

    Similarity classifier based on modifications on Schweizer & Sklars equations

  • Author

    Luukka, Pasi ; Sampo, Jouni

  • Author_Institution
    Lab. of Appl. Math., Lappeenranta Univ. of Technol., Finland
  • Volume
    B
  • fYear
    2004
  • fDate
    21-24 Nov. 2004
  • Firstpage
    152
  • Abstract
    In this article we have applied Schweizer & Sklars implication based measures with extension to generalized mean to classification task. We compare results to fuzzy similarity measure based classification and show that sometimes better results can be found by using these measures than fuzzy similarity measure. We also show that classification results are not so sensitive to p values with Schweizer & Sklars measures than when fuzzy similarity is used. Also investigation for correct mean values is carried out.
  • Keywords
    fuzzy logic; fuzzy set theory; learning (artificial intelligence); Schweizer & Sklar implication; classification similarity; fuzzy similarity measure; generalized mean; Equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2004. 2004 IEEE Region 10 Conference
  • Print_ISBN
    0-7803-8560-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2004.1414554
  • Filename
    1414554