• DocumentCode
    3401062
  • Title

    Fuzzy c-means for Fuzzy Hierarchical Clustering

  • Author

    Torra, Vicenç

  • Author_Institution
    IIIA-CSIC, Bellaterra
  • fYear
    2005
  • fDate
    25-25 May 2005
  • Firstpage
    646
  • Lastpage
    651
  • Abstract
    This paper describes an algorithm for building fuzzy hierarchies. These are hierarchies where the elements can have fuzzy membership to the nodes. The paper presents an approach that mainly follows a bottom-up strategy, and describes the functions needed to operate with fuzzy variables. An example of the application of the approach is also presented
  • Keywords
    fuzzy set theory; fuzzy systems; hierarchical systems; pattern clustering; bottom-up strategy; fuzzy c-means; fuzzy hierarchical clustering; fuzzy variables; Application software; Clustering algorithms; Clustering methods; Computer vision; Data mining; Data privacy; Data visualization; Fuzzy sets; Partitioning algorithms; Self organizing feature maps;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on
  • Conference_Location
    Reno, NV
  • Print_ISBN
    0-7803-9159-4
  • Type

    conf

  • DOI
    10.1109/FUZZY.2005.1452470
  • Filename
    1452470
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3401062