• DocumentCode
    468291
  • Title

    Land Evaluation Method Based on Simplified Fuzzy Classification Association Rules

  • Author

    Yang, Jingfeng ; Xue, Yueju ; Hu, Yueming ; Chen, Zhimin ; Chen, Qiang

  • Author_Institution
    South China Agric. Univ., Guangzhou
  • Volume
    3
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    58
  • Lastpage
    62
  • Abstract
    To improve the intelligibility and efficiency of the land evaluation knowledge, a land evaluation method integrating simplified fuzzy classification association rules with fuzzy decision is proposed in this paper. Moreover, to reduce the complexity of the land evaluation models, an algorithm to eliminate redundant rules for obtaining the simplified fuzzy classification association rules is presented. The results of experiments demonstrate that land resource can be evaluated more accurately by using simplified fuzzy classification association rules, comparing with the results of the method combining the same number of original fuzzy classification association rules.
  • Keywords
    agriculture; data mining; decision theory; fuzzy set theory; pattern classification; agricultural land evaluation method; fuzzy decision; simplified fuzzy classification association rules; Association rules; Data mining; Databases; Electronic mail; Environmental management; Fuzzy systems; Human resource management; Predictive models; Soil; Yield estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.381
  • Filename
    4406202