메뉴 건너뛰기




Volumn 3, Issue , 2005, Pages 1906-1911

Estimating accurate multi-class probabilities with support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; LEARNING SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION; OPTIMIZATION; PARAMETER ESTIMATION; PROBABILISTIC LOGICS;

EID: 33750104507     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556171     Document Type: Conference Paper
Times cited : (40)

References (20)
  • 1
    • 22844442782 scopus 로고    scopus 로고
    • Automatic model selection for the optimization of the SVM kernels
    • accepted for publication
    • Ayat, N.-E., Cheriet, M., Suen, C.Y. (2005) Automatic Model Selection for the Optimization of the SVM kernels. Pattern Recognition, accepted for publication
    • (2005) Pattern Recognition
    • Ayat, N.-E.1    Cheriet, M.2    Suen, C.Y.3
  • 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(2), 121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 5
    • 0003710380 scopus 로고    scopus 로고
    • Technical report, Department of computer science and information engineering, National Taiwan University
    • Chang, C.-C., Lin, C.-J., (2001) LIBSVM: a library for support vector machines, Technical report, Department of computer science and information engineering, National Taiwan University.
    • (2001) LIBSVM: A Library for Support Vector Machines
    • Chang, C.-C.1    Lin, C.-J.2
  • 6
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C., Vapnik, V. (1995) Support-vector networks, Machine Learning, 20(3), 273-297.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 7
    • 0034559464 scopus 로고    scopus 로고
    • Reject option with multiple thresholds
    • Fumera, G., Roli, F., Giacinto, G. (2000) Reject option with multiple thresholds, Pattern Recognition, 33(12), 2099-2101.
    • (2000) Pattern Recognition , vol.33 , Issue.12 , pp. 2099-2101
    • Fumera, G.1    Roli, F.2    Giacinto, G.3
  • 10
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu, C.-W., Lin, C.-J. (2002) A comparison of methods for multi-class support vector machines, IEEE transactions on Neural Networks, 13(2), 415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 15
    • 84957087567 scopus 로고    scopus 로고
    • Improved pairwise coupling classification with correcting classifiers
    • Moreira, M., Mayoraz, E. (1998) Improved pairwise coupling classification with correcting classifiers, European Conference on Machine Learning, 160-171.
    • (1998) European Conference on Machine Learning , pp. 160-171
    • Moreira, M.1    Mayoraz, E.2
  • 19
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • MIT Press
    • Platt, J.C. (1999) Fast training of support vector machines using sequential minimal optimization, Advances in kernel methods: support vector learning, MIT Press, 185-208.
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 185-208
    • Platt, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.