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Volumn 34, Issue 3, 2013, Pages 344-348

A study on output normalization in multiclass SVMs

Author keywords

1 v r SVM; Convex hull; Kernel methods; MultiClassification

Indexed keywords

COMPUTATIONAL GEOMETRY;

EID: 84870685236     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2012.11.003     Document Type: Article
Times cited : (18)

References (14)
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    • Angulo, C.1    Ruiz, F.J.2    Gonzalez, L.3    Ortega, J.A.4
  • 4
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    • On the algorithmic implementation of multiclass kernel-based vector machines
    • Crammer, K., Singer, Y., 2001. On the algorithmic implementation of multiclass kernel-based vector machines. J. Machine Learn. Res. 2, 265-292.
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    • Crammer, K.1    Singer, Y.2
  • 7
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    • Support vector machines for classification of input vectors with different metrics
    • Gonzalez-Abril, L, Velasco, F., Ortega, J., Franco, L, 2011. Support vector machines for classification of input vectors with different metrics. Comput. Math. Appl. 61 (9), 2874-2878.
    • (2011) Comput. Math. Appl. , vol.61 , Issue.9 , pp. 2874-2878
    • Gonzalez-Abril, L.1    Velasco, F.2    Ortega, J.3    Franco, L.4
  • 8
    • 33646089873 scopus 로고    scopus 로고
    • Dual unification of bi-class support vector machine formulations
    • Gonzalez, L, Angulo, C, Velasco, F., Català, A., 2006. Dual unification of bi-class support vector machine formulations. Pattern Recognition 39 (7), 1325-1332.
    • (2006) Pattern Recognition , vol.39 , Issue.7 , pp. 1325-1332
    • Gonzalez, L.1    Angulo, C.2    Velasco, F.3    Català, A.4
  • 9
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • Hsu, C, Lin, C, 2002. A comparison of methods for multiclass support vector machine. IEEE Trans. Neural Networks 13 (2), 415-425. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 10
    • 33745964865 scopus 로고    scopus 로고
    • One-against-all multi-class SVM classification using reliability measures
    • Liu, Y., Zhang, Y.F., 2005. One-against-all multi-class SVM classification using reliability measures. In: Proc. of the IJCNN '05.
    • (2005) Proc. of the IJCNN '05
    • Liu, Y.1    Zhang, Y.F.2
  • 11
    • 0242383557 scopus 로고    scopus 로고
    • Support vector machines for multi-class classification
    • Mayoraz, E., Alpaydin, E., 1999. Support vector machines for multi-class classification. In: IWANN, Vol. 2, pp. 833-842.
    • (1999) IWANN , vol.2 , pp. 833-842
    • Mayoraz, E.1    Alpaydin, E.2
  • 12
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    • In defense of one-vs-all classification
    • Rifkin, R., Klautau, A., 2004. In defense of one-vs-all classification. J. Machine Learn. Res. 5, 101-141.
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    • Rifkin, R.1    Klautau, A.2
  • 14
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    • Two criteria for model selection in multiclass support vector machines
    • Wang, L, Xue, P., Chan, K., 2008. Two criteria for model selection in multiclass support vector machines. IEEE Trans. Systems Man Cybernet. Part B 38 (6), 1432-1448.
    • (2008) IEEE Trans. Systems Man Cybernet. Part B , vol.38 , Issue.6 , pp. 1432-1448
    • Wang, L.1    Xue, P.2    Chan, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.