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Volumn , Issue , 2009, Pages 2089-2097

Learning bregman distance functions and its application for semi-supervised clustering

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS; DATA MINING; FUNCTIONS; LEARNING SYSTEMS;

EID: 84863346514     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (41)

References (17)
  • 2
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    • Learning a mahalanobis metric from equivalence constraints
    • A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall. Learning a mahalanobis metric from equivalence constraints. JMLR, 6:937-965, 2005.
    • (2005) JMLR , vol.6 , pp. 937-965
    • Bar-Hillel, A.1    Hertz, T.2    Shental, N.3    Weinshall, D.4
  • 3
    • 49949144765 scopus 로고
    • The relaxation method of finding the common points of convex sets and its application to the solution of problems in convex programming
    • L. Bregman. The relaxation method of finding the common points of convex sets and its application to the solution of problems in convex programming. USSR Computational Mathematics and Mathematical Physics, 7:200-217, 1967.
    • (1967) USSR Computational Mathematics and Mathematical Physics , vol.7 , pp. 200-217
    • Bregman, L.1
  • 4
    • 34547996209 scopus 로고    scopus 로고
    • Information-theoretic metric learning
    • Corvalis, Oregon
    • J. V. Davis, B. Kulis, P. Jain, S. Sra, and I. S. Dhillon. Information-theoretic metric learning. In ICML'07, pages 209-216, Corvalis, Oregon, 2007.
    • (2007) ICML'07 , pp. 209-216
    • Davis, J.V.1    Kulis, B.2    Jain, P.3    Sra, S.4    Dhillon, I.S.5
  • 8
    • 33845594193 scopus 로고    scopus 로고
    • Learning distance metrics with contextual constraints for image retrieval
    • New York, US, June 17-22
    • S. C. H. Hoi, W. Liu, M. R. Lyu, and W.-Y. Ma. Learning distance metrics with contextual constraints for image retrieval. In Proc. CVPR2006, New York, US, June 17-22 2006.
    • (2006) Proc. CVPR2006
    • Hoi, S.C.H.1    Liu, W.2    Lyu, M.R.3    Ma, W.-Y.4
  • 9
    • 36849031309 scopus 로고    scopus 로고
    • Boostcluster: Boosting clustering by pairwise constraints
    • San Jose, California, USA
    • Y. Liu, R. Jin, and A. K. Jain. Boostcluster: boosting clustering by pairwise constraints. In KDD'07, pages 450-459, San Jose, California, USA, 2007.
    • (2007) KDD'07 , pp. 450-459
    • Liu, Y.1    Jin, R.2    Jain, A.K.3
  • 11
    • 33746873280 scopus 로고    scopus 로고
    • Collaborative image retrieval via regularized metric learning
    • L. Si, R. Jin, S. C. H. Hoi, and M. R. Lyu. Collaborative image retrieval via regularized metric learning. ACM Multimedia Systems Journal, 12(1):34-44, 2006.
    • (2006) ACM Multimedia Systems Journal , vol.12 , Issue.1 , pp. 34-44
    • Si, L.1    Jin, R.2    Hoi, S.C.H.3    Lyu, M.R.4
  • 13
    • 0042377235 scopus 로고    scopus 로고
    • Constrained k-means clustering with background knowledge
    • San Francisco, CA, USA Morgan Kaufmann Publishers Inc.
    • K. Wagstaff, C. Cardie, S. Rogers, and S. Schrödl. Constrained k-means clustering with background knowledge. In ICML'01, pages 577-584, San Francisco, CA, USA, 2001. Morgan Kaufmann Publishers Inc.
    • (2001) ICML'01 , pp. 577-584
    • Wagstaff, K.1    Cardie, C.2    Rogers, S.3    Schrödl, S.4
  • 14
    • 33749257955 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Weinberger, J. Blitzer, and L. Saul. Distance metric learning for large margin nearest neighbor classification. In NIPS 18, pages 1473-1480, 2006.
    • (2006) NIPS , vol.18 , pp. 1473-1480
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 16
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side-information
    • E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In NIPS2002, 2002.
    • (2002) NIPS 2002
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.