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Volumn 43, Issue 4, 2010, Pages 1320-1333

Semi-supervised clustering with metric learning: An adaptive kernel method

Author keywords

Closure centroid; Metric learning; Pairwise constraint; Semi supervised clustering

Indexed keywords

ADAPTIVE KERNELS; CLOSURE CENTROID; GAUSSIAN KERNELS; K-MEANS; KERNEL METHODS; KERNEL PARAMETER; METRIC LEARNING; OBJECTIVE FUNCTIONS; PAIRWISE CONSTRAINTS; REAL WORLD DATA; SEMI-SUPERVISED CLUSTERING;

EID: 74449083176     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2009.11.005     Document Type: Article
Times cited : (110)

References (22)
  • 9
    • 33244489358 scopus 로고    scopus 로고
    • Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    • Yeung D.Y., and Chang H. Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints. Pattern Recognition 39 5 (2006) 1007-1010
    • (2006) Pattern Recognition , vol.39 , Issue.5 , pp. 1007-1010
    • Yeung, D.Y.1    Chang, H.2
  • 12
    • 33846040203 scopus 로고    scopus 로고
    • A kernel approach for semi-supervised metric learning
    • Yeung D.Y., and Chang H. A kernel approach for semi-supervised metric learning. IEEE Transactions on Neural Networks 18 1 (2007) 141-149
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 141-149
    • Yeung, D.Y.1    Chang, H.2
  • 14
    • 84864040410 scopus 로고    scopus 로고
    • Advances in Neural Information Processing Systems, Mass. USA
    • M. Wu, B. Schölkopf, A local learning approach for clustering, Advances in Neural Information Processing Systems, vol. 19, Mass. USA, 2007, pp. 1529-1536.
    • (2007) A local learning approach for clustering , vol.19 , pp. 1529-1536
    • Wu, M.1    Schölkopf, B.2
  • 18
    • 42249088092 scopus 로고    scopus 로고
    • Kernel Optimization using Pairwise Constraints for Semi-supervised Clustering
    • Technical Report ISE-TR-06-09, George Mason University
    • B. Yan, C. Domeniconi, Kernel Optimization using Pairwise Constraints for Semi-supervised Clustering, Technical Report ISE-TR-06-09, George Mason University, 2006.
    • (2006)
    • Yan, B.1    Domeniconi, C.2
  • 21
    • 56649117423 scopus 로고    scopus 로고
    • Discriminative semi-supervised clustering analysis with pairwise constraints
    • (in Chinese)
    • Yin X.S., Hu E.L., and Chen S.C. Discriminative semi-supervised clustering analysis with pairwise constraints. Journal of Software 19 11 (2008) 2791-2802 (in Chinese)
    • (2008) Journal of Software , vol.19 , Issue.11 , pp. 2791-2802
    • Yin, X.S.1    Hu, E.L.2    Chen, S.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.