• DocumentCode
    3039499
  • Title

    A New Method of Membership Conversion for Fuzzy Evaluation of the Oil Storage Safety

  • Author

    Liu, Kai-Di ; Wang, Jin ; Pang, Yanjun

  • Author_Institution
    Instn. of Uncertainty Math., Hebei Univ. of Eng., Handan, China
  • fYear
    2009
  • fDate
    24-26 July 2009
  • Firstpage
    161
  • Lastpage
    164
  • Abstract
    In order to realize evaluation of oil storage safety, clear the redundant data in indexes membership which is not useful for goal classification, based on data mining of entropy, mining knowledge information about object classification hidden in every index, affirming the relation of object classification and index membership, eliminating the redundant data in index membership for object classification by defining distinguishable weight, extracting valid values to compute object membership. A case of oil storage safety is in this paper. Empirical results show that: In order to clear the interference of redundant data, the membership conversion will be used as valid method with multiple indexes attributes. The method based on data mining of entropy clear the interference of redundant data in fuzzy evaluation and many multiple indexes decision-making are solved.
  • Keywords
    data mining; decision making; entropy; fuel storage; fuzzy set theory; pattern classification; safety; data mining-of-entropy; decision-making; fuzzy evaluation; index membership conversion; mining knowledge information; object classification; oil storage safety; redundant data interference; Data engineering; Data mining; Entropy; Fuzzy systems; Interference; Knowledge engineering; Mathematics; Petroleum; Safety; Uncertainty; comparable values; distinguishable weight; membership degree transformation; oil storage safety; valid values;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Intelligence and Financial Engineering, 2009. BIFE '09. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-3705-4
  • Type

    conf

  • DOI
    10.1109/BIFE.2009.46
  • Filename
    5208913