• DocumentCode
    1272041
  • Title

    Error-centre-based algorithm for support vector machine training

  • Author

    Meng, L. ; Wu, Q.H.

  • Author_Institution
    Dept. of Electr. Eng. & Electron., Liverpool Univ., UK
  • Volume
    38
  • Issue
    7
  • fYear
    2002
  • fDate
    3/28/2002 12:00:00 AM
  • Firstpage
    349
  • Lastpage
    350
  • Abstract
    A new error-centre-based algorithm for support vector machine training is proposed. While the standard techniques require a memory space growing quadratically with the problem size, the new algorithm requires only a linearly growing memory space and may thus be applied to much larger data sets compared with the standard techniques
  • Keywords
    image segmentation; learning automata; quadratic programming; data sets; error-centre-based algorithm; linearly growing memory space; support vector machine training;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20020240
  • Filename
    995505
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1272041