• DocumentCode
    176197
  • Title

    Research on case-based reasoning search method

  • Author

    Hongru Li ; Chaoyue Zhao ; Wei Wu

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2014
  • fDate
    May 31 2014-June 2 2014
  • Firstpage
    2360
  • Lastpage
    2364
  • Abstract
    The search method based on the way combined self-organizing competitive neural network with nearest neighbor algorithm was proposed. A data preprocessing method applying to the retrieval method was proposed in this paper. The implementation process of the search method based on the way combined self-organizing competitive neural network with nearest neighbor was showed. Eventually, through a practical example, the feasibility and efficiency of combination of self-organizing competitive neural network and nearest neighbor method were demonstrated.
  • Keywords
    case-based reasoning; pattern clustering; search problems; self-organising feature maps; case-based reasoning search method; combined self-organizing competitive neural network-nearest neighbor algorithm; data preprocessing method; retrieval method; Artificial neural networks; Cognition; Data preprocessing; Neurons; Training; Vectors; CBR; Hierarchical Retrieval; Nearest Neighbor Algorithm; Self-organizing Competitive Neural Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (2014 CCDC), The 26th Chinese
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4799-3707-3
  • Type

    conf

  • DOI
    10.1109/CCDC.2014.6852567
  • Filename
    6852567