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Volumn 3518 LNAI, Issue , 2005, Pages 632-638

Training support vector machines using greedy stagewise algorithm

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COSTS; MATHEMATICAL TECHNIQUES; SAMPLING; TRAINING AIRCRAFT;

EID: 26944464565     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11430919_73     Document Type: Conference Paper
Times cited : (6)

References (11)
  • 2
    • 34249753618 scopus 로고
    • Support vector networks
    • Cotes, C. and Vapnik, V.: Support vector networks, Machine Learning 20 (1995) 273-279
    • (1995) Machine Learning , vol.20 , pp. 273-279
    • Cotes, C.1    Vapnik, V.2
  • 3
    • 0001224048 scopus 로고    scopus 로고
    • Parse Bayesian learning and the relevance vector machine
    • Tipping, M.: parse Bayesian learning and the relevance vector machine, Journal of Machine Learning Research 1 (2001) 211-244
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 211-244
    • Tipping, M.1
  • 4
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, Cambridge, MA: MIT Press
    • Platt, J.: Fast training of support vector machines using sequential minimal optimization In B. Schölkopf, C. J. C. Burges, and A. J. Smola, editors, Advances in Kernel Methods Support Vector Learning, Cambridge, MA: MIT Press, (1999) 185-208
    • (1999) Advances in Kernel Methods Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 8
    • 0000913324 scopus 로고    scopus 로고
    • SVMTorch: Support vector machines for large-scale regression problems
    • Collobert, R. and Bengio,S.: SVMTorch: Support Vector Machines for Large-Scale Regression Problems Journal of Machine Learning Research,1 (2001) 143-160
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 143-160
    • Collobert, R.1    Bengio, S.2
  • 9
    • 0000249788 scopus 로고    scopus 로고
    • An equivalence between sparse approximation and support vector machines
    • Girosi, F.: An equivalence between sparse approximation and support vector machines, Neural Computation. 10 (1998) 1455-1480
    • (1998) Neural Computation , vol.10 , pp. 1455-1480
    • Girosi, F.1
  • 10
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman, J.H.: Greedy Function Approximation: A gradient boosting machine. Annals of Statistics, 29 (2001) 1189-1232
    • (2001) Annals of Statistics , vol.29 , pp. 1189-1232
    • Friedman, J.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.