• DocumentCode
    2316685
  • Title

    Information system attribute reduction

  • Author

    Chen, Shaobai ; Cao, Mengfei ; Chen, Xiaodan

  • Author_Institution
    Coll. of Sci., Wuhan Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2010
  • fDate
    25-27 Aug. 2010
  • Firstpage
    392
  • Lastpage
    395
  • Abstract
    This paper describes the information systems as a family of equivalence relations or functions. It brings forward the notion of separation polynomial, which is an expression found by the separators (complement of the equivalence relations) via finite union operations and intersection operations. This paper adopts the minimal element method, simplified the conversion from separation disjunctive normal form to separation conjunctive normal form, which has reduced time consuming and space consuming of attribute reduction operation of information systems. Corresponding algorithm steps and an example are given at the end of this paper.
  • Keywords
    data mining; information systems; polynomials; equivalence relations; information system attribute reduction; minimal element method; separation conjunctive normal form; separation disjunctive normal form; separation polynomial; Algorithm design and analysis; Computers; Databases; Finite element methods; Information systems; Particle separators; Polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computational Intelligence (IWACI), 2010 Third International Workshop on
  • Conference_Location
    Suzhou, Jiangsu
  • Print_ISBN
    978-1-4244-6334-3
  • Type

    conf

  • DOI
    10.1109/IWACI.2010.5585109
  • Filename
    5585109