• DocumentCode
    2251632
  • Title

    Knowledge feature analysis to incomplete information system

  • Author

    Deng, Jiuying ; Wang, Qinruo ; Qiang Chen ; Ye, Baoyu ; Tan, Jianhui

  • Author_Institution
    Sch. of Autom. Sci. & Eng., Univ. of Technol. of China, Guangzhou, China
  • Volume
    1
  • fYear
    2010
  • fDate
    6-7 March 2010
  • Firstpage
    330
  • Lastpage
    333
  • Abstract
    The Variable Precision Rough Set (VPRS) model extends the basic Rough Set (RS) theory with finite universes and finite evaluative measures. VPRS is concerned with the equivalence and the contained relationship between two sets. In incompatible information systems, the inclusion degree and ß upper (lower) approximation of the inconsistent equivalence class to the decision equivalence classes may be affected by the variable precision. The analysis of an example decision table shows that there is a critical point in ß available-values region. In the new ß range limited at the critical point, the incomplete decision table can be converted to the coordination decision table reliably. We introduce a way and its algorithm implement for the critical value search. The inconsistent equivalence class transformation is performed.
  • Keywords
    decision tables; information systems; knowledge engineering; rough set theory; VPRS; coordination decision table; information system; knowledge feature analysis; rough set theory; variable precision rough set model; Asia; Automatic control; Control systems; Informatics; Information analysis; Information systems; Knowledge engineering; Robot control; Robot kinematics; Robotics and automation; critical value search; incomplete decision table; knowledge feature; rough set model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
  • Conference_Location
    Wuhan
  • ISSN
    1948-3414
  • Print_ISBN
    978-1-4244-5192-0
  • Electronic_ISBN
    1948-3414
  • Type

    conf

  • DOI
    10.1109/CAR.2010.5456831
  • Filename
    5456831