• DocumentCode
    3662783
  • Title

    Improved Particle Swarm Optimization approach for classification by using LDA

  • Author

    S. Nema;S. S. Thakur

  • Author_Institution
    Dept. of Computer Science &
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, Improved Particle Swarm Optimization (IPSO) approach is used in feature selection process - Linear Discriminant Analysis (LDA). This evolutionary random search method enhanced the classification rate with less computational time. The effectiveness of the proposed IPSO-LDA method is verified by employed Indian Face Database (IFD) and compare the results with existing methods.
  • Keywords
    "MATLAB","Classification algorithms","Algorithm design and analysis","Face","Face recognition","Special issues and sections","Principal component analysis"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Control (ISCO), 2015 IEEE 9th International Conference on
  • Type

    conf

  • DOI
    10.1109/ISCO.2015.7282245
  • Filename
    7282245
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3662783