• DocumentCode
    1105443
  • Title

    An Algorithm for Detecting Unimodal Fuzzy Sets and Its Application as a Clustering Technique

  • Author

    Gitman, Israel ; Levine, Martin D.

  • Issue
    7
  • fYear
    1970
  • fDate
    7/1/1970 12:00:00 AM
  • Firstpage
    583
  • Lastpage
    593
  • Abstract
    An algorithm is presented which partitions a given sample from a multimodal fuzzy set into unimodal fuzzy sets. It is proven that if certain assumptions are satisfied, then the algorithm will derive the optimal partition in the sense of maximum separation.
  • Keywords
    Clustering algorithms, multimodal data sets, pattern recognition, symmetric fuzzy sets, unimodal fuzzy sets.; Clustering algorithms; Covariance matrix; Distributed computing; Fuzzy sets; Helium; Multidimensional systems; Partitioning algorithms; Pattern recognition; Shape; Taxonomy; Clustering algorithms, multimodal data sets, pattern recognition, symmetric fuzzy sets, unimodal fuzzy sets.;
  • fLanguage
    English
  • Journal_Title
    Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9340
  • Type

    jour

  • DOI
    10.1109/T-C.1970.222992
  • Filename
    1671585
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1105443