• DocumentCode
    3043057
  • Title

    Incremental Learning In the Application of Intrusion Detection

  • Author

    Xiaorong, Zhu ; Dianchun, Wang ; Jin, Liu ; Wei, Tian

  • Author_Institution
    Dept. of Inf. Sci. & Technol., Taishan Coll., Taian, China
  • Volume
    3
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    549
  • Lastpage
    553
  • Abstract
    The paper summarizes the characteristics of the support vector set and its changes in the incremental learning process, analyzes the concept of the support vector classification and the relationship with the separate super plane, gives the improvement of the Syedpsilas method, and verifies the superiority of the algorithm through numerical experimentation.
  • Keywords
    learning (artificial intelligence); security of data; support vector machines; Syed´s method; incremental learning; intrusion detection; separate super plane; support vector classification; support vector set; Continuing education; Educational institutions; Educational technology; Information science; Intelligent systems; Intrusion detection; Paper technology; Support vector machine classification; Support vector machines; Testing; SVM; incremental learning; intrusion detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3571-5
  • Type

    conf

  • DOI
    10.1109/GCIS.2009.201
  • Filename
    5209089
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3043057