• DocumentCode
    296182
  • Title

    Cluster detection using neural networks

  • Author

    Chowdhury, Nirmalya ; Murthy, C.A. ; Pal, Sankar K.

  • Author_Institution
    Ramakrishna Mission Shilpapitha, Calcutta, India
  • Volume
    4
  • fYear
    1995
  • fDate
    Nov/Dec 1995
  • Firstpage
    2166
  • Abstract
    A neural net based clustering method using a minimal spanning tree is presented here. The proposed method can find the clustering of a given data set, without knowing a priori the number of clusters present in it. Experimental results on three synthetic data sets are provided which show the utility of the proposed method
  • Keywords
    neural nets; pattern recognition; set theory; trees (mathematics); minimal spanning tree; neural net based clustering method; neural networks; synthetic data sets; Clustering algorithms; Data mining; Euclidean distance; Machine intelligence; Neural networks; Partitioning algorithms; Postal services; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1995. Proceedings., IEEE International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-2768-3
  • Type

    conf

  • DOI
    10.1109/ICNN.1995.489015
  • Filename
    489015
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=296182