• DocumentCode
    2090747
  • Title

    The data reduction method of consistent decision tables based on rough set

  • Author

    Deng, Shao bo ; Li, Min ; Guan, SuJie

  • Author_Institution
    Information Engineering, NanChang Institute of Technology, China, 330099
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    5485
  • Lastpage
    5488
  • Abstract
    This paper proposes a new reduction, that is, considers the relation of attribute reduction and attribute value reduction. When making reduction, both the attribute reduction and the attribute value reduction can be done simultaneously in the process of reduction in a decision table. In comparison with the traditional methods, the complicated comparison process in the reduction of the attribute value can be omitted. the number of the comparison times can be decreased and the reduction efficiency can be raised after using the new methods in this paper, at the same time, this paper gives some proofs.
  • Keywords
    Algorithm design and analysis; Bioinformatics; Computers; Inference algorithms; Information systems; Relational databases; Rough sets; Attribute reduction; Decision table; Knowledge reduction; Rough sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5688905
  • Filename
    5688905