• DocumentCode
    2381516
  • Title

    A New Approach of Data Clustering by Improved ACA with Fuzzy Similarity

  • Author

    Wu, Wen-Yan ; Cheng, Kun ; Zhang, Hong-Wei

  • fYear
    2007
  • fDate
    1-3 Nov. 2007
  • Firstpage
    50
  • Lastpage
    52
  • Abstract
    An approach of data clustering based on improved ACA with fuzzy similarity (ACA-Cluster) is presented. Combined with the global distribution and gradual evolution of improved ACA, we assign distribution rate as heuristic function to accelerate convergence. Performance of the algorithm is compared with K-means and LF to demonstrate efficiency and quality.
  • Keywords
    Acceleration; Ant colony optimization; Cadaver; Clustering algorithms; Computer science; Convergence; Data engineering; Data privacy; Information technology; Petroleum;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data, Privacy, and E-Commerce, 2007. ISDPE 2007. The First International Symposium on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-0-7695-3016-1
  • Type

    conf

  • DOI
    10.1109/ISDPE.2007.12
  • Filename
    4402637
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2381516