• DocumentCode
    3168314
  • Title

    Dual centers Fuzzy Type-2 Clustering

  • Author

    Zarandi, M.H.F. ; Golsefid, S. MalekMohamadi ; Bastani, Saeed

  • Author_Institution
    Dept. of Ind. Eng., Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2013
  • fDate
    24-28 June 2013
  • Firstpage
    1215
  • Lastpage
    1220
  • Abstract
    This paper presents a new prototype of fuzzy type-2 clustering entitle Dual Center Fuzzy Type-2 Clustering based on possibilistic c-means(PCM). We mainly focus on uncertainty associated with the cluster centers and define a pair of points as center for each cluster. This model can recognize clusters with asymmetric shape. The results of proposed model on the sample data sets are compared with fuzzy type-1 clustering algorithms.
  • Keywords
    fuzzy set theory; pattern clustering; PCM; dual centers fuzzy type-2 clustering; fuzzy type-1 clustering algorithms; possibilistic c-means;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
  • Conference_Location
    Edmonton, AB
  • Type

    conf

  • DOI
    10.1109/IFSA-NAFIPS.2013.6608574
  • Filename
    6608574
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3168314