메뉴 건너뛰기




Volumn 4507 LNCS, Issue , 2007, Pages 260-267

An EA multi-model selection for SVM multiclass schemes

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; EVOLUTIONARY ALGORITHMS; MATHEMATICAL MODELS; PROBLEM SOLVING;

EID: 38049188232     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73007-1_32     Document Type: Conference Paper
Times cited : (5)

References (20)
  • 2
    • 56749117943 scopus 로고    scopus 로고
    • In defense of one-vs-all classification
    • Rifkin, R., Klautau, A.: In defense of one-vs-all classification. JMLR 5, 101-141 (2004)
    • (2004) JMLR , vol.5 , pp. 101-141
    • Rifkin, R.1    Klautau, A.2
  • 3
    • 85153946716 scopus 로고
    • Pairwise neural network classifiers with probabilistic outputs
    • Price, D., Knerr, S., Personnaz, L., Dreyfus, G.: Pairwise neural network classifiers with probabilistic outputs. In: NIPS, pp. 1109-1116 (1994)
    • (1994) NIPS , pp. 1109-1116
    • Price, D.1    Knerr, S.2    Personnaz, L.3    Dreyfus, G.4
  • 4
    • 84898942883 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • Hastie, T., Tibshirani, R.: Classification by pairwise coupling. In: NIPS, pp. 507-513 (1997)
    • (1997) NIPS , pp. 507-513
    • Hastie, T.1    Tibshirani, R.2
  • 5
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via error-correcting output codes. J. Artif. Intell. Res (JAIR) 2, 263-286 (1995)
    • (1995) J. Artif. Intell. Res (JAIR) , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 6
    • 84957087567 scopus 로고    scopus 로고
    • Moreira, M., Mayoraz, E.: Improved pairwise coupling classification with correcting classifiers. In: ECML, pp. 160-171 (1998)
    • Moreira, M., Mayoraz, E.: Improved pairwise coupling classification with correcting classifiers. In: ECML, pp. 160-171 (1998)
  • 7
    • 38049133728 scopus 로고    scopus 로고
    • Quost, B., Denoeux, T., Masson, M.: Pairwise classifier combination in the framework of belief functions. In: Fusion (2005)
    • Quost, B., Denoeux, T., Masson, M.: Pairwise classifier combination in the framework of belief functions. In: Fusion (2005)
  • 8
    • 38049172375 scopus 로고    scopus 로고
    • Quost, B., Denoeux, T., Masson, M.: One-against-all classifier combination in the framework of belief functions. In: IPMU. 1, pp. 356-363 (2006)
    • Quost, B., Denoeux, T., Masson, M.: One-against-all classifier combination in the framework of belief functions. In: IPMU. Vol. 1, pp. 356-363 (2006)
  • 9
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu, C.W., Lin, C.J.: A comparison of methods for multiclass support vector machines. IEEE Transactions in Neural Networks 13, 415-425 (2002)
    • (2002) IEEE Transactions in Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 10
    • 26444573178 scopus 로고    scopus 로고
    • Which is the best multiclass SVM method? an empirical study
    • Duan, K.B., Keerthi, S.S.: Which is the best multiclass SVM method? an empirical study. In: Multiple Classifier Systems, pp. 278-285 (2005)
    • (2005) Multiple Classifier Systems , pp. 278-285
    • Duan, K.B.1    Keerthi, S.S.2
  • 11
    • 33646125879 scopus 로고    scopus 로고
    • Lebrun, G., Charrier, C., Lezoray, O., Meurie, C., Cardot, H.: Fast pixel classification by SVM using vector quantization, tabu search and hybrid color space. In: CAIP, pp. 685-692 (2005)
    • Lebrun, G., Charrier, C., Lezoray, O., Meurie, C., Cardot, H.: Fast pixel classification by SVM using vector quantization, tabu search and hybrid color space. In: CAIP, pp. 685-692 (2005)
  • 12
    • 33750543943 scopus 로고    scopus 로고
    • Lebrun, G., Lezoray, O., Charrier, C., Cardot, H.: A new model selection method for SVM. In: IDEAL, pp. 99-107 (2006)
    • Lebrun, G., Lezoray, O., Charrier, C., Cardot, H.: A new model selection method for SVM. In: IDEAL, pp. 99-107 (2006)
  • 13
    • 38049114669 scopus 로고    scopus 로고
    • Model selection methods for SVM (Support Vector Machines)
    • PhD thesis, University of Caen
    • Lebrun, G.: Model selection methods for SVM (Support Vector Machines). Application in image analysis. PhD thesis, University of Caen (2006)
    • (2006) Application in image analysis
    • Lebrun, G.1
  • 14
    • 38049107022 scopus 로고    scopus 로고
    • Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. (2001) Sofware Available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
    • Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. (2001) Sofware Available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
  • 16
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparison to regularized likelihood methods
    • Smola, A.J, Bartlett, P, Schoelkopf, B, Schuurmans, D, eds
    • Platt, J.: Probabilistic outputs for support vector machines and comparison to regularized likelihood methods. In: Smola, A.J., Bartlett, P., Schoelkopf, B., Schuurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 61-74 (1999)
    • (1999) Advances in Large Margin Classifiers , pp. 61-74
    • Platt, J.1
  • 17
    • 51349159085 scopus 로고    scopus 로고
    • Probability estimates for multi-class classification by pairwise coupling
    • Wu, T.F., Lin, C.J., Weng, R.C.: Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research 5, 975-1005 (2004)
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 975-1005
    • Wu, T.F.1    Lin, C.J.2    Weng, R.C.3
  • 20
    • 33750559997 scopus 로고    scopus 로고
    • Lebrun, G., Lezoray, O., Charrier, C., Cardot, H.: Speed-up LOO-CV with SVM classifier. In: IDEAL, pp. 108-115 (2006)
    • Lebrun, G., Lezoray, O., Charrier, C., Cardot, H.: Speed-up LOO-CV with SVM classifier. In: IDEAL, pp. 108-115 (2006)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.