• DocumentCode
    441913
  • Title

    Improvement and application of template method in fuzzy pattern recognition

  • Author

    Niu, Yong-Li ; Nuang, Li ; Zhao, Hong-Min ; Chen, Shui-Li

  • Author_Institution
    Sch. of Math. & Comput. Sci., Fuzhou Univ., China
  • Volume
    5
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    2727
  • Abstract
    Template method, which is one of the commonly used methods for establishing a fuzzy pattern database, plays an important role in fuzzy pattern recognition. In this paper an improved template method is proposed, which is called FPLS method. It is better than traditional template as it is used for establishing the fuzzy pattern recognition database. At the same time in combination with the problems existed in Tarim Oilfield, a model, of which pyrolysis parameters are used as characteristic indexes for oil-gas recognition, is proposed for effective improved the parameters.
  • Keywords
    database indexing; fuzzy set theory; oil technology; pattern recognition; Tarim oilfield; characteristic index; fuzzy pattern recognition database; oil gas recognition; pyrolysis parameter; template method; Character recognition; Databases; Fuzzy sets; Geologic measurements; Humans; Hydrocarbon reservoirs; Indexes; Pattern recognition; Petroleum; Roentgenium; Fuzzy pattern; hydrocarbon reservoir recognition; least square regression; template method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527406
  • Filename
    1527406