• DocumentCode
    2082508
  • Title

    A Multiobjective Evolutionary Algorithm for spam e-mail filtering

  • Author

    López-Herrera, A.G. ; Herrera-Viedma, E. ; Herrera, F.

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Jaen, Jaen, Spain
  • Volume
    1
  • fYear
    2008
  • fDate
    17-19 Nov. 2008
  • Firstpage
    366
  • Lastpage
    371
  • Abstract
    Unsolicited commercial email, also known as spam, has been a major problem on the Internet. In this paper a well known multiobjective evolutionary Algorithm, NSGA-II, is first time used for spam e-mail filtering. NSGA-II is adapted to use Genetic Programming components to achieve a set of filtering rules with different profiles.
  • Keywords
    e-mail filters; genetic algorithms; unsolicited e-mail; NSGA-II; genetic programming; multiobjective evolutionary algorithm; spam e-mail filtering; unsolicited commercial email; Classification tree analysis; Electronic mail; Evolutionary computation; Genetic programming; Information filtering; Information filters; Information retrieval; Intelligent systems; Knowledge engineering; Unsolicited electronic mail;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-2196-1
  • Electronic_ISBN
    978-1-4244-2197-8
  • Type

    conf

  • DOI
    10.1109/ISKE.2008.4730957
  • Filename
    4730957
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2082508