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Volumn 22, Issue , 2012, Pages 308-317

A metric learning perspective of SVM: On the relation of LMNN and SVM

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; SUPPORT VECTOR MACHINES;

EID: 84907021520     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (37)

References (17)
  • 1
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • Kluwer Academic Publishers, Hing-ham, MA, USA
    • Chapelle, O., Vapnik, V., Bousquet, O., Mukher-jee, S.: Choosing multiple parameters for support vector machines. In: Machine Learning. vol. 46, pp. 131-159. Kluwer Academic Publishers, Hing-ham, MA, USA (2002)
    • (2002) Machine Learning. , vol.46 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousquet, O.3    Mukher-Jee, S.4
  • 4
    • 84954256828 scopus 로고    scopus 로고
    • Feature weighting using margin and radius based error bound optimization in svms
    • Do, H., Kalousis, A., Hilario, M.: Feature weighting using margin and radius based error bound optimization in svms. In: ECML (2009)
    • (2009) ECML
    • Do, H.1    Kalousis, A.2    Hilario, M.3
  • 5
    • 84954256829 scopus 로고    scopus 로고
    • Margin radius based multiple kernel learning
    • Do, H., Kalousis, A., Wozica, A., Hilario, M.: Margin radius based multiple kernel learning. In: ECML (2009)
    • (2009) ECML
    • Do, H.1    Kalousis, A.2    Wozica, A.3    Hilario, M.4
  • 7
    • 85161982879 scopus 로고    scopus 로고
    • Learning kernels with radiuses of minimum enclosing balls
    • Gai, K., Chen, G., Zhang, C.: Learning kernels with radiuses of minimum enclosing balls. In: NIPS (2010)
    • (2010) NIPS
    • Gai, K.1    Chen, G.2    Zhang, C.3
  • 13
    • 84898997673 scopus 로고    scopus 로고
    • Learning a distance metric from relative comparisons
    • Schultz, M., Joachims, T.: Learning a distance metric from relative comparisons. In: NIPS (2004)
    • (2004) NIPS
    • Schultz, M.1    Joachims, T.2
  • 14
    • 14344262273 scopus 로고    scopus 로고
    • Online and batch learning of pseudo metrics
    • Shalev-Shwartz, S., Singer, Y., Y.Ng, A.: Online and batch learning of pseudo metrics. In: ICML (2004)
    • (2004) ICML
    • Shalev-Shwartz, S.1    Singer, Y.2    Ng, Y.A.3
  • 15
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Weinberger, K., Saul, L.: Distance metric learning for large margin nearest neighbor classification. The Journal of Machine Learning Research 10, 207-244 (2009)
    • (2009) The Journal of Machine Learning Research , vol.10 , pp. 207-244
    • Weinberger, K.1    Saul, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.