• DocumentCode
    1944964
  • Title

    A new method for calculation of the approximations under the probabilistic rough sets

  • Author

    Zhang, Junbo ; Li, Tianrui ; Wang, Lei

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Southwest Jiaotong Univ., Chengdu, China
  • fYear
    2010
  • fDate
    15-16 Nov. 2010
  • Firstpage
    73
  • Lastpage
    76
  • Abstract
    The rough set theory (RST) can deal with the approximations of an arbitrary subset of a universe by two definable subsets called, respectively, the lower and the upper approximations. Probabilistic rough sets (PRS) model is an extension of RST. In this paper, we propose a new matrix view of PRS and give the matrix representation of the lower and upper approximations of PRS. According to this matrix view, a new method is obtained for calculation of the lower and upper approximations under PRS. An example is given to illustrate processes of calculating the approximations of a concept based on the matrix point of view.
  • Keywords
    approximation theory; matrix algebra; probability; rough set theory; approximation; matrix representation; probabilistic rough set; rough set theory; Approximation methods; Cognition; Information science; Information systems; Probabilistic logic; Rough sets; Approximations; Matrix; Probabilistic Rough Sets; Rough Sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4244-6791-4
  • Type

    conf

  • DOI
    10.1109/ISKE.2010.5680797
  • Filename
    5680797