• DocumentCode
    1661087
  • Title

    Cluster validation with generalized Dunn´s indices

  • Author

    Bezdek, James C. ; Pal, Nikhil R.

  • Author_Institution
    Div. of Comput. Sci., Univ. of West Florida, Pensacola, FL, USA
  • fYear
    1995
  • Firstpage
    190
  • Lastpage
    193
  • Abstract
    Some generalizations of Dunn´s (1973) index for validation of crisp clusters are discussed. Numerical examples suggest that this index, which uses the standard measures for inter-set distance and set diameter can be improved by using different functions for either or both of these operators
  • Keywords
    optimisation; pattern recognition; cluster validation; crisp cluster validation; functions; generalized Dunn´s indices; interset distance; optimisation; set diameter; Clustering algorithms; Computer science; Machine intelligence; Measurement standards; Partitioning algorithms; Unsupervised learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Neural Networks and Expert Systems, 1995. Proceedings., Second New Zealand International Two-Stream Conference on
  • Conference_Location
    Dunedin
  • Print_ISBN
    0-8186-7174-2
  • Type

    conf

  • DOI
    10.1109/ANNES.1995.499469
  • Filename
    499469
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1661087