• DocumentCode
    401671
  • Title

    Generalized multilayer granulation and approximations

  • Author

    Xiu, Bao-xin ; Zhang, Wei-Ming ; Wang, Shuang ; Tang, Jiu-yang

  • Author_Institution
    Dept. of Manage. Sci. & Eng., Nat. Univ. of Defense Technol., Hunan, China
  • Volume
    3
  • fYear
    2003
  • fDate
    2-5 Nov. 2003
  • Firstpage
    1419
  • Abstract
    Information (knowledge) granulation and approximations seem to be very important issues for computing science, and there are fast growing and renewed interests in this topic. The multilayer granulation structures, which have been discussed before, are all defined by a nested sequence of partitions or coverings. In the context of rough set theory, this paper proposes a generalized multilayer granulation, which is not necessary to be nested. A quasi-order relation on FC(U) is defined, where FC(U) is the collection of all the coverings of the universe. A pair of lower and upper approximations is defined and the approximation structure is investigated.
  • Keywords
    approximation theory; knowledge engineering; rough set theory; computing science; information approximations; information granulation; multilayer granulation structures; neighborhood systems; quasiorder relation; rough set theory; Data analysis; Databases; Engineering management; Information analysis; Logic; Nonhomogeneous media; Problem-solving; Quantization; Set theory; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2003 International Conference on
  • Print_ISBN
    0-7803-8131-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2003.1259715
  • Filename
    1259715