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Volumn 30, Issue 3, 1997, Pages 459-465

Fast implementations of nearest neighbor classifiers

Author keywords

Distance metrics; k Nearest neighbors; Karhunen Lo ve transform; kd Trees; Non parametric classifiers; OCR

Indexed keywords

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS;

EID: 0031084264     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(96)00098-2     Document Type: Article
Times cited : (58)

References (14)
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    • Cover, T.M.1    Hart, P.E.2
  • 4
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    • An algorithm for finding best matches in logarithmic expected time
    • J. H. Friedman, J. E. Bentley and R. A. Finkel, An algorithm for finding best matches in logarithmic expected time, ACM Trans. Math. Software 3, 209-226 (1977).
    • (1977) ACM Trans. Math. Software , vol.3 , pp. 209-226
    • Friedman, J.H.1    Bentley, J.E.2    Finkel, R.A.3
  • 5
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    • The condensed nearest neighbor rule
    • P. E. Hart, The condensed nearest neighbor rule, IEEE Trans. Inf. Theory IT-14, 515-516 (1968).
    • (1968) IEEE Trans. Inf. Theory , vol.IT-14 , pp. 515-516
    • Hart, P.E.1
  • 8
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    • Probabilistic neural networks
    • D. F. Specht, Probabilistic neural networks, Neural Networks 3(1), 109-118 (1990).
    • (1990) Neural Networks , vol.3 , Issue.1 , pp. 109-118
    • Specht, D.F.1
  • 10
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • J. L. Bentley, Multidimensional binary search trees used for associative searching, Commun. ACM 18, 509-517 (1975).
    • (1975) Commun. ACM , vol.18 , pp. 509-517
    • Bentley, J.L.1
  • 11
    • 0004067845 scopus 로고
    • Handprinted forms and characters database
    • HFCD, National Institute of Standards and Technology
    • P. J. Grother, Handprinted forms and characters database, Technical Report Special Database 19, HFCD, National Institute of Standards and Technology (1995).
    • (1995) Technical Report Special Database , vol.19
    • Grother, P.J.1
  • 14
    • 0041536351 scopus 로고
    • Comparative performance of classification methods for fingerprints
    • National Institute of Standards and Technology
    • G. T. Candela and R. Chellappa, Comparative performance of classification methods for fingerprints. Technical Report NISTIR 5163, National Institute of Standards and Technology (1993).
    • (1993) Technical Report NISTIR , vol.5163
    • Candela, G.T.1    Chellappa, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.