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Volumn 2, Issue , 2007, Pages 299-306

Semi-supervised clustering with pairwise constraints: A discriminative approach

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DEGREE OF CERTAINTY; DISCRIMINATIVE APPROACH; DISCRIMINATIVE MODELS; GAUSSIAN PROCESSES; GRAPH KERNELS; PAIRWISE CONSTRAINTS; SEMI-SUPERVISED CLUSTERING; STATE-OF-THE-ART METHODS;

EID: 84862279781     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (26)

References (16)
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    • Discovering molecular pathways from protein interaction and gene expression data
    • H. Wang E. Segal and D. Koller. Discovering molecular pathways from protein interaction and gene expression data. Bioinformatics, 19:i264-i272, 2003.
    • (2003) Bioinformatics , vol.19
    • Wang, H.1    Segal, E.2    Koller, D.3
  • 3
    • 84898984833 scopus 로고    scopus 로고
    • Semi-supervised learning with penalized probabilistic clustering
    • Z. Lu and T. Leen. Semi-supervised learning with penalized probabilistic clustering. In Advances in NIPS, volume 17, 2005.
    • (2005) Advances in NIPS , vol.17
    • Lu, Z.1    Leen, T.2
  • 4
    • 34249725008 scopus 로고    scopus 로고
    • Penalized probabilistic clustering
    • to appear
    • Z. Lu and T. Leen. Penalized probabilistic clustering. Neural Computation, to appear.
    • Neural Computation
    • Lu, Z.1    Leen, T.2
  • 5
    • 14344263356 scopus 로고    scopus 로고
    • Computing Gaussian mixture models with EMusing equivalence constraints
    • N. Shental, A. Bar-Hillel, T. Hertz, and D. Weinshall. Computing Gaussian mixture models with EMusing equivalence constraints. In Advances in NIPS, volume 15, 2003.
    • (2003) Advances in NIPS , vol.15
    • Shental, N.1    Bar-Hillel, A.2    Hertz, T.3    Weinshall, D.4
  • 7
    • 9444294778 scopus 로고    scopus 로고
    • From instance level to space-level constraints: Making the most of prior knowledge in data clustering
    • D. Klein, S. Kamvar, and C. Manning. From instance level to space-level constraints: making the most of prior knowledge in data clustering. In Proceedings of the 19th ICML, 2002.
    • (2002) Proceedings of the 19th ICML
    • Klein, D.1    Kamvar, S.2    Manning, C.3
  • 10
    • 84899028404 scopus 로고    scopus 로고
    • Nonparametric transforms of graph kernels for semi-supervised learning
    • X. Zhu, J. Kandola, Z. Ghahramani, and J. Lafferty. Nonparametric transforms of graph kernels for semi-supervised learning. In Advances in NIPS, volume 17, 2005.
    • (2005) Advances in NIPS , vol.17
    • Zhu, X.1    Kandola, J.2    Ghahramani, Z.3    Lafferty, J.4
  • 15
    • 33749244383 scopus 로고    scopus 로고
    • Learning from labeled and unlabeled data using random walks
    • D. Zhou and B. Schölkopf. Learning from labeled and unlabeled data using random walks. In DAGM, 2004.
    • (2004) DAGM
    • Zhou, D.1    Schölkopf, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.