• DocumentCode
    2176376
  • Title

    Tensored nearest-neighbor classifiers

  • Author

    Chalasani, Venkat ; Beling, Peter A.

  • Author_Institution
    Dept. of Syst. Eng., Virginia Univ., Charlottesville, VA, USA
  • Volume
    3
  • fYear
    1998
  • fDate
    11-14 Oct 1998
  • Firstpage
    2913
  • Abstract
    Among the various parametric and nonparametric techniques available for classification, k-nearest neighbor is a well known nonparametric method. This paper describes some experiments with modification of a k-nearest neighbor method to use the neighbor information as attributes to a second k-nearest neighbor classifier
  • Keywords
    nonparametric statistics; pattern classification; neighbor information; nonparametric method; parametric techniques; pattern classification; tensored nearest-neighbor classifiers; Cities and towns; Discrete transforms; Euclidean distance; Nearest neighbor searches; Pattern recognition; Probability; Symmetric matrices; Systems engineering and theory; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4778-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1998.725105
  • Filename
    725105
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2176376