• DocumentCode
    536990
  • Title

    A Study on Discriminant Analysis Based on Artificial Neural Networks

  • Author

    Zheng, Zhihua ; Dong, Jinquan ; Wang, Meng

  • Author_Institution
    Sch. of Manage., Inner Mongolia Univ. of Technol., Hohhot, China
  • fYear
    2010
  • fDate
    7-9 Nov. 2010
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    This paper provides a method of discriminate analysis based on artificial neural network (ANN). 2-Class and multi-class discriminant analysis are separately discuss using Back Propagation network. The results of our study indicate that discriminate analysis based on ANN could classify the observation more accurately than the traditional methods.
  • Keywords
    backpropagation; neural nets; ANN; artificial neural network; backpropagation network; discriminate analysis; multiclass discriminant analysis; Accuracy; Analytical models; Artificial neural networks; Classification algorithms; Computational modeling; Heuristic algorithms; Multilayer perceptrons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
  • Conference_Location
    Henan
  • Print_ISBN
    978-1-4244-7159-1
  • Type

    conf

  • DOI
    10.1109/ICEEE.2010.5660838
  • Filename
    5660838
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=536990