• DocumentCode
    3246967
  • Title

    Research on information fusion model based on multi-clustering fuzzy neural networks

  • Author

    Zhang, Tie-Jun ; Chen, Duo ; Liu Xiao-yue

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Tangshan Coll., Tangshan, China
  • fYear
    2010
  • fDate
    20-21 Oct. 2010
  • Firstpage
    233
  • Lastpage
    235
  • Abstract
    Aiming at modeling of the complex and large industrial process, this paper proposes the multi-clustering based on the fusion of hierarchical clustering algorithm of field potential topology and fuzzy c-means clustering, on which the structure of fuzzy neural network model is determined. According to the membership degree calculated, the fuzzy neural network model has been configured based on the multi criteria information fusion and fuzzy technology. Simulation results verify the validity of the model, which has some reference value and significance on the coal mining.
  • Keywords
    coal; fuzzy neural nets; mining; pattern clustering; sensor fusion; coal mining; field potential topology; fuzzy c-means clustering; information fusion model; multiclustering fuzzy neural networks; Educational institutions; fuzzy c-means clustering; fuzzy neural network; hierarchical clustering; information fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling (KAM), 2010 3rd International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-8004-3
  • Type

    conf

  • DOI
    10.1109/KAM.2010.5646251
  • Filename
    5646251