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Volumn , Issue , 2004, Pages

Learning with local and global consistency

Author keywords

[No Author keywords available]

Indexed keywords

GLOBAL CONSISTENCY; INTRINSIC STRUCTURES; LABELED AND UNLABELED DATA; SEMI-SUPERVISED LEARNING; SIMPLE ALGORITHM; SMOOTH SOLUTIONS; TRANSDUCTIVE INFERENCE; UNLABELED DATA;

EID: 84899006908     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2918)

References (15)
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  • 4
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    • Cluster kernels for semi-supervised learning
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    • Chapelle, O.1    Weston, J.2    Scḧolkopf, B.3
  • 5
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    • Training invariant support vector machines
    • D. De Coste and B. Scḧolkopf. Training invariant support vector machines. Machine Learning, 46:161-190, 2002.
    • (2002) Machine Learning , vol.46 , pp. 161-190
    • De Coste, D.1    Scḧolkopf, B.2
  • 6
    • 1942484960 scopus 로고    scopus 로고
    • Transductive learning via spectral graph partitioning
    • T. Joachims. Transductive learning via spectral graph partitioning. In ICML, 2003.
    • (2003) ICML
    • Joachims, T.1
  • 8
    • 0041775676 scopus 로고    scopus 로고
    • Diffusion kernels on graphs and other discrete input spaces
    • R. I. Kondor and J. Lafferty. Diffusion kernels on graphs and other discrete input spaces. In ICML, 2002.
    • (2002) ICML
    • Kondor, R.I.1    Lafferty, J.2
  • 9
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS, 2001.
    • (2001) NIPS
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 11
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    • Observation of phase transitions in spreading activation networks
    • J. Shrager, T. Hogg, and B. A. Huberman. Observation of phase transitions in spreading activation networks. Science, 236:1092-1094, 1987.
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    • Shrager, J.1    Hogg, T.2    Huberman, B.A.3
  • 12
    • 14344249729 scopus 로고    scopus 로고
    • Kernels and regularization on graphs
    • Berlin - Heidelberg, Germany, Springer Verlag
    • A. Smola and R. I. Kondor. Kernels and regularization on graphs. In Learning Theory and Kernel Machines, Berlin - Heidelberg, Germany, 2003. Springer Verlag.
    • (2003) Learning Theory and Kernel Machines
    • Smola, A.1    Kondor, R.I.2
  • 13
    • 0042878370 scopus 로고    scopus 로고
    • Partially labeled classiffication with markov random walks
    • M. Szummer and T. Jaakkola. Partially labeled classiffication with markov random walks. In NIPS, 2001.
    • (2001) NIPS
    • Szummer, M.1    Jaakkola, T.2
  • 15
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    • Semi-supervised learning using gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. In ICML, 2003.
    • (2003) ICML
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.