• DocumentCode
    3457614
  • Title

    Improvement to the Criterion ω(x, y) in Positive Reduct of Decision Table

  • Author

    Yan, Gao ; Weifeng, Du ; Keyun, Qin ; Fuli, Wang

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo
  • fYear
    2006
  • fDate
    20-23 Aug. 2006
  • Firstpage
    781
  • Lastpage
    785
  • Abstract
    The paper makes improvement to the condition omega(x,y) which the elements in discernibility matrix introduced by Skowron satisfy. Thus we can get two advantages: the verification to the condition is simpler; the elements satisfying the condition in discernibility matrix are less. Then the complexity of computing reduct with discernibility function decreases. Such property is effective not only to manual operation but also to computer processing. The paper is organized as follows: Firstly, the starting point of the idea in this paper is presented vividly from two facets in the positive region chart; Secondly, we give the proof to the improved condition; Lastly, we illustrate the validity of the improved condition.
  • Keywords
    decision tables; matrix algebra; rough set theory; computer processing; decision table positive reduct; discernibility function; discernibility matrix; Artificial intelligence; Computer science; Educational institutions; Information systems; Manuals; Paper technology; Relational databases; Research and development; Rough sets; Uncertainty; decision table; discernibility function; discernibility matrix; reduct;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Acquisition, 2006 IEEE International Conference on
  • Conference_Location
    Weihai
  • Print_ISBN
    1-4244-0528-9
  • Electronic_ISBN
    1-4244-0529-7
  • Type

    conf

  • DOI
    10.1109/ICIA.2006.305829
  • Filename
    4097762