• DocumentCode
    1675759
  • Title

    Pyramidal algorithm for SVM-classification

  • Author

    Frolov, Igor ; Sadykhov, Rauf

  • Author_Institution
    BSUIR, Minsk, Belarus
  • fYear
    2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this work we consider pyramidal decomposition algorithm for support vector machines classification problem. This algorithm is proposed to solve multi-class classification problem with use some binary SVM-classifiers for the strategy "one-against-one".
  • Keywords
    face recognition; pattern classification; support vector machines; SVM classification; multiclass classification problem; pyramidal decomposition algorithm; support vector machines; decomposition algorithm; face recognition; support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
  • Conference_Location
    Baku
  • Print_ISBN
    978-1-4673-4500-2
  • Type

    conf

  • DOI
    10.1109/ICPCI.2012.6486329
  • Filename
    6486329
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1675759