• DocumentCode
    2921694
  • Title

    Approach to Evidence Combination Based on Rough Set

  • Author

    Han Li ; Shi Li-ping

  • Author_Institution
    Sch. of Inf. & Electron. Eng., China Univ. of Min. & Technol., Xuzhou
  • fYear
    2009
  • fDate
    20-22 Feb. 2009
  • Firstpage
    693
  • Lastpage
    697
  • Abstract
    According to the disadvantage of D-S theory and the limitation of improved combination rule, a modified combination rule based on rough set is presented. The weight of each evidence is obtained according to its influence degree on D-S combination result. Weighted averaging the evidence in the system, the Dempster combination rule is used to realize information fusion. The numerical example shows that the new combination rule can efficiently combine the conflicts evidences.
  • Keywords
    case-based reasoning; rough set theory; D-S theory; combination rule; conflict evidence; influence degree; information fusion; rough set; Gold; Rough sets; Uncertainty; Combination rules; Conflicts evidences; Evidence theory; Rough sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Computer Technology, 2009 International Conference on
  • Conference_Location
    Macau
  • Print_ISBN
    978-0-7695-3559-3
  • Type

    conf

  • DOI
    10.1109/ICECT.2009.96
  • Filename
    4796053
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2921694