• DocumentCode
    997865
  • Title

    Faster nearest-neighbour calculations

  • Author

    Batchelor, B.G.

  • Author_Institution
    University of Southampton, Department of Electronics, Southampton, UK
  • Volume
    13
  • Issue
    10
  • fYear
    1977
  • Firstpage
    304
  • Lastpage
    306
  • Abstract
    A technique is described for reducing the computational effort required in finding the nearest neighbour, to a given vector, from among a large training set of vectors. The method begins by finding the nearest among a small set of stored archetypes and uses these distances to limit and control the region of search among the larger set. This search is conducted in a systematic way, which reduces the calculation even further. A simple example is presented in which the saving in computational work is roughly 75°.
  • Keywords
    computational complexity; pattern recognition; set theory; computational work; nearest neighbour calculations; pattern recognition; vector;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19770222
  • Filename
    4249371