• DocumentCode
    2903410
  • Title

    Extension of rough sets model of generalized information system

  • Author

    Wei-Gen, Qiu

  • Author_Institution
    Comput. Fac., Guangdong Univ. of Technol., Guangzhou
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    422
  • Lastpage
    427
  • Abstract
    In order to improve the ability of dealing with imprecise linguistic terms in information system, the paper study the extended rough set model of generalized information systems. The paper defines a kind of generalized information system and extends almost all basic concepts of rough set theory to fit this case. The paper has also considered the construction of homogeneous granules by introducing the TL-similarity property and the principle of Ziarkopsilas variable precision to the fuzzy case. The reduction approach proposed in the paper can ensure all important information and only efficiently eliminate that not essential ones, which is superior to the Pawlakpsilas typical approach in the simplification of decision tables.
  • Keywords
    data handling; decision tables; fuzzy set theory; information systems; rough set theory; decision tables; generalized information system; homogeneous granules; information system; rough sets model; Artificial intelligence; Computer science; Fuzzy set theory; Fuzzy sets; Information systems; Intelligent systems; Mathematical model; Notice of Violation; Rough sets; Set theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630402
  • Filename
    4630402