• DocumentCode
    2786313
  • Title

    Probability rough sets model between different universes and its applications

  • Author

    Gong, Zeng-tai ; Sun, Bing-zhen

  • Author_Institution
    Coll. of Math. & Inf. Sci., Northwest Normal Univ., Lanzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    561
  • Lastpage
    565
  • Abstract
    In present paper, the measure of probability is introduced to the non-empty finite universe, and the probability rough sets model between different universes is defined. Furthermore, some basic properties of it are built. Additionally, the relationships between the probability rough sets model that is defined in this paper and the other rough set model is investigated, too. The result shows that the probability rough sets model between different universes included the others basic rough sets models on two universes. Therefore, the fields of the applications of rough sets are extended. Finally, a test example is given, and the background of this research in this paper is elaborated.
  • Keywords
    probability; rough set theory; nonempty finite universe; probability; rough sets; Cybernetics; Educational institutions; Information science; Machine learning; Mathematical model; Mathematics; Probability; Rough sets; Sun; Traffic control; Mapping of set-valued; Measure of probability; Probability approximation space; Rough sets; Two universes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620468
  • Filename
    4620468