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Volumn , Issue , 2011, Pages

Support vector machines, import vector machines and relevance vector machines for hyperspectral classification - A comparison

Author keywords

Classification; HyMap; Import Vector Machines; Relevance Vector Machines; Support Vector Machines

Indexed keywords

BAYES THEOREM; CLASSIFICATION ACCURACY; CLASSIFICATION RESULTS; DATA SETS; HYMAP; HYPER-SPECTRAL CLASSIFICATION; HYPERSPECTRAL; IMPORT VECTOR MACHINES; INPUT DATAS; RELEVANCE VECTOR MACHINE; SUPPORT VECTOR; VECTOR MACHINES;

EID: 84255182564     PISSN: 21586276     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2011.6080861     Document Type: Conference Paper
Times cited : (31)

References (12)
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    • Lin, Y.1
  • 3
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    • Probabilistic outputs for support vector machines
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    • (1999) Advances in Large Margin Classifiers , pp. 61-74
    • Platt, J.1
  • 4
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    • Probability estimates for multi-class classification by pairwise coupling
    • T.F. Wu, C.J. Lin, and R.C. Weng, "Probability estimates for multi-class classification by pairwise coupling," The Journal of Machine Learning Research, vol. 5, pp. 975-1005, 2004.
    • (2004) The Journal of Machine Learning Research , vol.5 , pp. 975-1005
    • Wu, T.F.1    Lin, C.J.2    Weng, R.C.3
  • 6
    • 0031334889 scopus 로고    scopus 로고
    • An improved training algorithm for support vector machines
    • Proceedings of the 1997 IEEE Workshop. IEEE
    • E. Osuna, R. Freund, and F. Girosi, "An improved training algorithm for support vector machines," in Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Workshop. IEEE, 2002, pp. 276-285.
    • (2002) Neural Networks for Signal Processing VII , pp. 276-285
    • Osuna, E.1    Freund, R.2    Girosi, F.3
  • 8
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    • Kernel logistic regression and the import vector machine
    • J. Zhu and T. Hastie, "Kernel logistic regression and the import vector machine," Journal of Computational and Graphical Statistics, vol. 14, no. 1, pp. 185-205, 2005.
    • (2005) Journal of Computational and Graphical Statistics , vol.14 , Issue.1 , pp. 185-205
    • Zhu, J.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.