• DocumentCode
    2845392
  • Title

    Rule induction from two decision tables based on rough sets

  • Author

    Zhang, Yan ; Zhang, Xuefeng ; Zhu, Feng

  • Author_Institution
    Sch. of Comput. & Commun. Eng., Liaoning Shihua Univ., Fushun, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    6030
  • Lastpage
    6033
  • Abstract
    In this paper, rule induction from several decision tables based on rough set analysis is studied. First, the traditional method of rule induction based on rough sets and the combination rule of several decision rules are given. In the same decision table, different determination factors from different aspects of the extraction methods in this article have been discussed and the corresponding conclusions are given. From the two decision making table to extract rules is also discussed. At last, an example is given to verify the feasibility.
  • Keywords
    decision theory; set theory; decision rules; decision table; rough set analysis; rule extraction methods; rule induction method; Data mining; Decision making; Information systems; Rough sets; Set theory; decision level; rough set; rule induction; two decision tables;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5195282
  • Filename
    5195282