• DocumentCode
    1627001
  • Title

    Generalized upper and lower approximations in set-valued information systems

  • Author

    Liu, Qiong ; Pei, Zheng ; Yi, Liangzhong ; Yang, Jilin

  • Author_Institution
    Sch. of Math. & Comput. Eng., Xihua Univ., Chengdu, China
  • fYear
    2009
  • Firstpage
    616
  • Lastpage
    620
  • Abstract
    Under the framework of set-valued information system, based on application of quantifiers and OWA operator, the definition on upper and lower approximations is generalized to the common form associated with the parameter lambdaepsi [0, 1]. The advantage of such generalization is that it could be flexibly used by restriction of additional linguistic quantifier, and is favorable to the further discussion on knowledge reduction and rules extraction in such model.
  • Keywords
    formal logic; mathematical operators; set theory; OWA operator; formal logic; generalized lower approximation; generalized upper approximation; knowledge reduction; linguistic quantifier; rules extraction; set-valued information system; Approximation methods; Data mining; Information systems; Logic; Set theory; Uncertainty; Virtual colonoscopy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277253
  • Filename
    5277253