• DocumentCode
    3433103
  • Title

    Neighborhood system of parameterized binary relations

  • Author

    Xu, Xinying ; Lin, Tsau Young

  • Author_Institution
    The College of Information Engineering, Taiyuan University of Technology, China 030024
  • fYear
    2012
  • fDate
    11-13 Aug. 2012
  • Firstpage
    573
  • Lastpage
    578
  • Abstract
    This paper shows that a variable precision rough sets(VPRS) and a singleton based parameterized binary relation based rough sets (BRS) can be expressed by a neighborhood system. In particular, the lower and upper approximations with the threshold β or α can be rewritten as the interior and closure of a neighborhood system. Moreover, the interior and closure of such NS are definable sets of a partition, which is induced by the NS. This partition is called derived partition and its equivalence classes are called center sets. Hence the knowledge represented by them is called central knowledge. So the lower and upper approximations with the threshold β or α can have AI-interpretation, namely, can be interpreted by central knowledge, but not by elementary knowledge of BRS.
  • Keywords
    binary neighborhood system; central knowledge; derived partition; parameterized approximation; rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2012 IEEE International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4673-2310-9
  • Type

    conf

  • DOI
    10.1109/GrC.2012.6468713
  • Filename
    6468713