• DocumentCode
    1336286
  • Title

    A generalized definition of rough approximations based on similarity

  • Author

    Slowinski, Roman ; Vanderpooten, Daniel

  • Author_Institution
    Politech. Poznanska Inst., Poznan, Poland
  • Volume
    12
  • Issue
    2
  • fYear
    2000
  • Firstpage
    331
  • Lastpage
    336
  • Abstract
    This paper proposes new definitions of lower and upper approximations, which are basic concepts of the rough set theory. These definitions follow naturally from the concept of ambiguity introduced in this paper. The new definitions are compared to the classical definitions and are shown to be more general, in the sense that they are the only ones which can be used for any type of indiscernibility or similarity relation
  • Keywords
    rough set theory; ambiguity; indiscernibility relation; lower approximations; rough approximations; rough set theory; similarity relation; upper approximations; Data analysis; Fuzzy set theory; Set theory; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/69.842271
  • Filename
    842271