• DocumentCode
    503956
  • Title

    A Method of Amalgamating Classification Rules Based on Distributed DataBase

  • Author

    Wang, Xu-Yang ; Li, Ming

  • Author_Institution
    Coll. of Comput. & Commun., Lanzhou Univ. of Technol., Lanzhou, China
  • Volume
    2
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    199
  • Lastpage
    203
  • Abstract
    This paper inquired into the technology of mining classification rules based on rough sets. Proposed a method of amalgamating classification rules from distributed database, by which all rules fitting for global data can be gotten. Then, experiment results were given to verify the completeness of these rules. At last, pruning strategy proposed for resolving the problem of over amalgamation.
  • Keywords
    data mining; distributed databases; pattern classification; rough set theory; classification rule amalgamation; classification rule mining; distributed database; global data; rough set; Data mining; Decision trees; Distributed computing; Distributed databases; Educational institutions; Information systems; Rough sets; Set theory; Software engineering; Supervised learning; amalgamating; classification rule; distributed database; pruning; rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, 2009. WCSE '09. WRI World Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3570-8
  • Type

    conf

  • DOI
    10.1109/WCSE.2009.75
  • Filename
    5319682
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=503956