• DocumentCode
    477548
  • Title

    Grey Measurement Based on Rough Set Granule Calculations

  • Author

    Liu, Jian ; Huang, Zhili ; Wu, Shunxiang ; Chen, Ruiyi

  • Author_Institution
    Dept. of Autom., Xiamen Univ., Xiamen
  • Volume
    1
  • fYear
    2008
  • fDate
    20-22 Oct. 2008
  • Firstpage
    777
  • Lastpage
    781
  • Abstract
    This paper put the rough set methodology based on the information table disposal to expand the dual (binary) relations described by the neighborhood system. To make full use of logic operations including AND operation by-bit, XOR operation by-bit and NOR operation by-bit, gains the certain and uncertain information among the various decision-making factors. The use of knowledge related with Grey system theory, establishes their mathematical model for decision making and data mining, according to the principle of the priority of certain information in decision-making and the ambiguity degree from small to big. At last, a new method for data mining is proposed by the use of combining grey system theory and Rough set.
  • Keywords
    data mining; decision making; grey systems; rough set theory; AND operation by-bit; NOR operation by-bit; XOR operation by-bit; data mining method; decision-making factor; grey measurement; grey system theory; information table disposal; mathematical model; rough set granule calculation; Algebra; Automation; Control systems; Data mining; Decision making; Fuzzy sets; Image analysis; Logic; Rough sets; Uncertainty; Rough set; ambiguity degree; dual relations; grey system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3357-5
  • Type

    conf

  • DOI
    10.1109/ICICTA.2008.22
  • Filename
    4659593