• DocumentCode
    2872065
  • Title

    Comparison of some multiple expert strategies: an investigation of resource prerequisites and achievable performance

  • Author

    Rahman, A.F.R. ; Fairhurst, M.C.

  • Author_Institution
    Kent Univ., Canterbury, UK
  • Volume
    4
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    841
  • Abstract
    Implementation of various multiple expert decision combination approaches for recognition of machine printed characters involves costs in terms of number of processing elements and the overall layout of the decision fusion hierarchy. The paper investigates the relationship between the implementation cost and the performance achieved by these approaches. Seven different multiple expert decision combination approaches have been investigated in terms of this cost versus performance profile
  • Keywords
    character recognition; decision theory; multilayer perceptrons; pattern classification; achievable performance; decision fusion hierarchy; machine printed characters; multiple expert decision combination approaches; multiple expert strategies; processing elements; resource prerequisites; Character recognition; Costs; Databases; Frequency; Logic; Multilayer perceptrons; Neural networks; Probability distribution; Sampling methods; Voting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903048
  • Filename
    903048