• DocumentCode
    3644926
  • Title

    Soft clustering algorithms based on neural networks

  • Author

    Lenka Skovajsová;Michal Rojćek

  • Author_Institution
    Institute of Informatics, Slovak Academy of Sciences, Dú
  • fYear
    2011
  • Firstpage
    439
  • Lastpage
    442
  • Abstract
    This paper is oriented into the text document retrieval area. The aim of the paper is to compare two soft document clustering methods by using neural networks, the modification of KMART and the nonlinear Hebbian neural network with Oja learning rule.
  • Keywords
    "Neural networks","Vectors","Clustering algorithms","Training","Subspace constraints","Informatics","Information retrieval"
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Informatics (CINTI), 2011 IEEE 12th International Symposium on
  • Print_ISBN
    978-1-4577-0044-6
  • Type

    conf

  • DOI
    10.1109/CINTI.2011.6108545
  • Filename
    6108545
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3644926