• DocumentCode
    525772
  • Title

    Research of reduct algorithm based on functional dependency

  • Author

    Zhang, Baowei ; Qian, Shenyi ; Wei, Chunxue

  • Author_Institution
    Sch. of Comput. & Commun. Eng., Zheng Zhou Univ. of Light Ind., Zheng Zhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    12-13 June 2010
  • Firstpage
    312
  • Lastpage
    315
  • Abstract
    In real application of relation databases, schema of database is pre-defined, of which is not made the best sufficiently in methods to mine rules from database. This paper starts from the new theory to mine classification rules - rough set theory, and create the relationship between the core concept in rough set theory - dispensable property of attributes and the core concept in database schema - functional dependence. Based on the relationship, reducts in rough set theory can be seen as the minimal attribute set that does not contain any functional dependence. We also present the algorithm to retrieve reduct, and prove the correctness.
  • Keywords
    data mining; relational databases; rough set theory; classification rules mining; functional dependency; reduct algorithm; relation databases; rough set theory; Presses; Dispensable Property; Functional Dependency; Rough Set Theory; Smallest Producing Formulae;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Technologies in Agriculture Engineering (CCTAE), 2010 International Conference On
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6944-4
  • Type

    conf

  • DOI
    10.1109/CCTAE.2010.5543312
  • Filename
    5543312