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Volumn , Issue , 2005, Pages 617-624

An efficient method for simplifying support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; ITERATIVE METHODS; SET THEORY; VECTORS;

EID: 31844434496     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1102351.1102429     Document Type: Conference Paper
Times cited : (41)

References (17)
  • 3
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges, C. J. C. (1998). A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2, 121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 84898957872 scopus 로고    scopus 로고
    • Improving the accuracy and speed of support vector learning machines
    • M. Mozer, M. Jordan and T. Petsche (Eds.). Cambridge, MA: MIT Press
    • Burges, C. J. C., & Schoelkopf, B. (1997). Improving the accuracy and speed of support vector learning machines. In M. Mozer, M. Jordan and T. Petsche (Eds.), Advances in neural information processing systems 9, 375-381. Cambridge, MA: MIT Press.
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 375-381
    • Burges, C.J.C.1    Schoelkopf, B.2
  • 5
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., & Vapnik, V. (1995). Support-vector networks. Machine Learning, 20, 273-297.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 7
    • 1942517317 scopus 로고    scopus 로고
    • Fast query-optimized kernel machine classification via incremental approximate nearest support vectors
    • DeCoste, D., & Mazzoni, D. (2003). Fast query-optimized kernel machine classification via incremental approximate nearest support vectors. Proceedings International Conference on Machine Learning (ICML-03) (pp. 115-122).
    • (2003) Proceedings International Conference on Machine Learning (ICML-03) , pp. 115-122
    • Decoste, D.1    Mazzoni, D.2
  • 8
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Berlin: Springer
    • Joachims, T. (1998). Text categorization with support vector machines: Learning with many relevant features. Proceedings of the European Conference on Machine Learning (pp. 137-142). Berlin: Springer.
    • (1998) Proceedings of the European Conference on Machine Learning , pp. 137-142
    • Joachims, T.1
  • 11
    • 0043166439 scopus 로고    scopus 로고
    • Handwritten digit recognition: Benchmarking of state-of-the-art techniques
    • Liu, C., Nakashima, K., Sako, H., & Fujisawa, H. (2003). Handwritten digit recognition: benchmarking of state-of-the-art techniques. Pattern Recognition, 36, 2271-2285.
    • (2003) Pattern Recognition , vol.36 , pp. 2271-2285
    • Liu, C.1    Nakashima, K.2    Sako, H.3    Fujisawa, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.