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Volumn 16, Issue 3, 2002, Pages 33-36

Adaptive kernel metric nearest neighbor classification

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE KERNEL METRICS; DATA SETS; NEAREST NEIGHBOR CLASSIFICATION; QUASICONFORMAL TRANSFORMED KERNELS; ADAPTIVE KERNELS; CLASS PROBABILITIES; CLASSIFICATION PERFORMANCE; CONDITIONAL PROBABILITIES; HIGH DIMENSIONS; NEAREST NEIGHBOR RULE; TRANSFORMED KERNEL;

EID: 33751573445     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (34)

References (12)
  • 1
    • 0032786569 scopus 로고    scopus 로고
    • Improving support vector machine classifiers by modifying kernel functions
    • S. Amari and S. Wu. Improving support vector machine classifiers by modifying kernel functions. Neural Networks, 12(6):783-789, 1999.
    • (1999) Neural Networks , vol.12 , Issue.6 , pp. 783-789
    • Amari, S.1    Wu, S.2
  • 8
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale svm learning practical
    • B. Schvlkopf, C. Burges, and A. Smola, editors. The MIT Press
    • T. Joachims. Making large-scale svm learning practical. In B. Schvlkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning, volume 13. The MIT Press, 1999.
    • (1999) Advances in Kernel Methods - Support Vector Learning , vol.13
    • Joachims, T.1
  • 9
    • 0025626022 scopus 로고
    • The multi-class metric problem in nearestneighbor discrimination rules
    • J. P. Myles and D. J. Hand. The multi-class metric problem in nearestneighbor discrimination rules. Pattern, Recognition, 723:1291-1297, 1990.
    • (1990) Pattern, Recognition , vol.723 , pp. 1291-1297
    • Myles, J.P.1    Hand, D.J.2
  • 10
    • 84898990165 scopus 로고    scopus 로고
    • The kernel trick for distances
    • T. K. Leen, T. G. Dietterich, and V. Tresp, editors. The MIT Press
    • B. Schölkopf. The kernel trick for distances. In T. K. Leen, T. G. Dietterich, and V. Tresp, editors, Advances in Neural Information Processing Systems, volume 13, pages 301-307. The MIT Press, 2001.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 301-307
    • Schölkopf, B.1
  • 11
    • 0019610270 scopus 로고
    • Optimal distance measure for nearest neighbor classification
    • R. Short and K. Fukunaga. Optimal distance measure for nearest neighbor classification. IEEE Transactions on Information Theory, 27:622-627, 1981.
    • (1981) IEEE Transactions on Information Theory , vol.27 , pp. 622-627
    • Short, R.1    Fukunaga, K.2
  • 12
    • 0003991806 scopus 로고    scopus 로고
    • Adaptive and learning systems for signal processing, communications, and control. Wiley, New York
    • V. N. Vapnik. Statistical learning theory. Adaptive and learning systems for signal processing, communications, and control. Wiley, New York, 1998.
    • (1998) Statistical Learning Theory
    • Vapnik, V.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.