• DocumentCode
    1944693
  • Title

    Structure of association rule classifiers: a review

  • Author

    Vanhoof, Koen ; Depaire, Benoît

  • Author_Institution
    Transp. Res. Inst. (IMOB), Univ. Hasselt, Diepenbeek, Belgium
  • fYear
    2010
  • fDate
    15-16 Nov. 2010
  • Firstpage
    9
  • Lastpage
    12
  • Abstract
    This paper provides a short review of various association rule classifiers (ARC) that have been developed over the past decade and the common structure behind most ARCs. Furthermore, different pruning and classification schemes used in various ARCs are reviewed and two ARCs are discussed which break with the standard structure behind ARC.
  • Keywords
    data mining; pattern classification; ARC; association rule classifiers; classification schemes; pruning schemes; Accuracy; Association rules; Classification algorithms; Error analysis; Itemsets; Transforms; association rules; classification; pruning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4244-6791-4
  • Type

    conf

  • DOI
    10.1109/ISKE.2010.5680784
  • Filename
    5680784
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1944693