• DocumentCode
    2488833
  • Title

    Classification by reflective convex hulls

  • Author

    Kudo, Mineichi ; Nakamura, Atsuyoshi ; Takigawa, Ichigaku

  • Author_Institution
    Div. of Comput. Sci., Hokkaido Univ., Sapporo
  • fYear
    2008
  • fDate
    8-11 Dec. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A set of convex bodies including samples of a single class only is used for classification. The convex body is defined by some facets (hyper-planes) that separate the class from the other classes. This paper describes an algorithm to find a set of such convex bodies efficiently and examine the performance of a classifier using them. The relationship to the support vector machines is also discussed.
  • Keywords
    computational geometry; pattern classification; support vector machines; class seperation; computational geometry; pattern classification; pattern recognition; reflective convex hull; support vector machines; Bioinformatics; Chemicals; Computational geometry; Computer science; Costs; Electronic mail; Pattern recognition; Support vector machine classification; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
  • Conference_Location
    Tampa, FL
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-2174-9
  • Electronic_ISBN
    1051-4651
  • Type

    conf

  • DOI
    10.1109/ICPR.2008.4761789
  • Filename
    4761789
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2488833