• DocumentCode
    2190100
  • Title

    Application Research of Dominance Relation Rough Set on Seismology Data

  • Author

    Shaochun Wu ; Yinyin Li ; Minfu Fang ; Mingjun Xin

  • Author_Institution
    Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai
  • fYear
    2008
  • fDate
    8-11 July 2008
  • Firstpage
    61
  • Lastpage
    65
  • Abstract
    In this paper, after discussing classical rough set theory based on indiscemibility relation and the problem of its reduction algorithms on Seismology Data, we arrived at a new definition of dominance distinguishing matrix by taking advantage of the unique characteristic of the extended model. Then the corresponding reduction and rule extracting algorithms are accordingly presented to enhance the efficiency of seeking the reduction in some extent. In fact, we use the rough set theory based on Dominance Relation to get the 272 rules with realistic meaning, from 44381 items in the small Seismology Data in China.
  • Keywords
    data mining; geophysics computing; rough set theory; seismology; dominance relation rough set theory; rule extracting algorithm; seismology; dominance relation; knowledge reduction; rough set; seismology data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology Workshops, 2008. CIT Workshops 2008. IEEE 8th International Conference on
  • Conference_Location
    Sydney, QLD
  • Print_ISBN
    978-0-7695-3242-4
  • Electronic_ISBN
    978-0-7695-3239-1
  • Type

    conf

  • DOI
    10.1109/CIT.2008.Workshops.77
  • Filename
    4568480