• DocumentCode
    2335911
  • Title

    The representative basis for association rules

  • Author

    Phan-Luong, Viet

  • Author_Institution
    L.I.M., Univ. de Provence, Marseille, France
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    639
  • Lastpage
    640
  • Abstract
    We define the concept of the representative basis for interesting association rules, and an inference system which is purely qualitative. The representative basis is unique, and minimal with respect to the inference system. On the representative basis, the inference system is correct and complete. Experimental results show that the number of rules in the representative basis is significantly reduced with respect to the number of rules generated by other existing approaches
  • Keywords
    associative processing; data mining; inference mechanisms; knowledge representation; set theory; association rule extraction; association rules; generating sets; interesting association rules; qualitative inference system; representative basis; Association rules; Itemsets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining, 2001. ICDM 2001, Proceedings IEEE International Conference on
  • Conference_Location
    San Jose, CA
  • Print_ISBN
    0-7695-1119-8
  • Type

    conf

  • DOI
    10.1109/ICDM.2001.989588
  • Filename
    989588
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2335911