• DocumentCode
    1681262
  • Title

    A Framework of Numerical Basket Analysis

  • Author

    Washio, Takashi ; Fujimoto, Atsushi ; Motoda, Hiroshi

  • Author_Institution
    Osaka University
  • fYear
    2005
  • Firstpage
    340
  • Lastpage
    343
  • Abstract
    Basket Analysis is mathematically characterized and extended to search families of sets in this paper. These theories indicate the possibility of various new approaches of data mining. We demonstrate the potential through proposal of a novel approach QARMINT. It performs complete mining of generic QARs within a low time complexity which has not been well addressed in the past work. Its performance evaluation shows high practicality.
  • Keywords
    Algorithm design and analysis; Association rules; Chromium; Conferences; Data analysis; Data mining; Frequency measurement; Internet; Itemsets; Lattices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications and the Internet Workshops, 2005. Saint Workshops 2005. The 2005 Symposium on
  • Print_ISBN
    0-7695-2263-7
  • Type

    conf

  • DOI
    10.1109/SAINTW.2005.1620044
  • Filename
    1620044
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1681262