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Volumn 38, Issue 1, 2000, Pages 9-13

Statistical Learning Theory: A primer

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; RISK MANAGEMENT; STATISTICAL METHODS;

EID: 0034205755     PISSN: 09205691     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008110632619     Document Type: Article
Times cited : (49)

References (17)
  • 2
  • 4
    • 0002097878 scopus 로고    scopus 로고
    • Image representations for object detection using kernel classifiers
    • Taiwan, p. To appear
    • Evgeniou, T., Pontil, M., Papageorgiou, C., and Poggio, T. 2000. Image representations for object detection using kernel classifiers. In Proceedings ACCV. Taiwan, p. To appear.
    • (2000) Proceedings ACCV
    • Evgeniou, T.1    Pontil, M.2    Papageorgiou, C.3    Poggio, T.4
  • 6
    • 0030414424 scopus 로고    scopus 로고
    • Facial analysis and synthesis using image-based models
    • Ezzat, T. and Poggio, T. 1996. Facial analysis and synthesis using image-based models. In Face and Gesture Recognition, pp. 116-121.
    • (1996) Face and Gesture Recognition , pp. 116-121
    • Ezzat, T.1    Poggio, T.2
  • 7
    • 0001219859 scopus 로고
    • Regularization theory and neural networks architectures
    • Girosi, F., Jones, M., and Poggio, T. 1995. Regularization theory and neural networks architectures. Neural Computation, 7:219-269.
    • (1995) Neural Computation , vol.7 , pp. 219-269
    • Girosi, F.1    Jones, M.2    Poggio, T.3
  • 9
    • 0028460231 scopus 로고
    • Efficient distribution-free learning of probabilistic concepts
    • Kearns, M. and Shapire, R. 1994. Efficient distribution-free learning of probabilistic concepts. Journal of Computer and Systems Sciences, 48(3):464-497.
    • (1994) Journal of Computer and Systems Sciences , vol.48 , Issue.3 , pp. 464-497
    • Kearns, M.1    Shapire, R.2
  • 13
    • 0003120218 scopus 로고    scopus 로고
    • Sequential minimal imization: A fast algorithm for training support vector machines
    • Microsoft Research
    • Platt, J.C. 1998. Sequential minimal imization: A fast algorithm for training support vector machines. Technical Report MST-TR-98-14, Microsoft Research.
    • (1998) Technical Report MST-TR-98-14
    • Platt, J.C.1
  • 16
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequences of events to their probabilities
    • Vapnik, V.N. and Chervonenkis, A.Y. 1971. On the uniform convergence of relative frequences of events to their probabilities. Th. Prob. and its Applications, 17(2):264-280.
    • (1971) Th. Prob. And Its Applications , vol.17 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.