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Volumn , Issue , 2009, Pages 1016-1021

Selecting informative Universum sample for semi-supervised learning

Author keywords

[No Author keywords available]

Indexed keywords

SUPERVISED LEARNING;

EID: 78650664607     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (53)

References (15)
  • 2
    • 9444289383 scopus 로고    scopus 로고
    • Regularization and semi-supervised learning on large graphs
    • Springer
    • Mikhail Belkin, Irina Matveeva, and Partha Niyogi. Regularization and semi-supervised learning on large graphs. In In COLT, pages 624-638. Springer, 2004.
    • (2004) COLT , pp. 624-638
    • Belkin, M.1    Matveeva, I.2    Niyogi, P.3
  • 5
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • L.C. Freeman. A set of measures of centrality based on betweenness. Sociometry, 40(1):35-41, 1977.
    • (1977) Sociometry , vol.40 , Issue.1 , pp. 35-41
    • Freeman, L.C.1
  • 6
    • 33750177351 scopus 로고
    • Centrality in social networks: Conceptual clarification
    • L.C. Freeman. 1979. Centrality in social networks: Conceptual clarification. Social Networks, 1(215-239), 1978.
    • (1979) Social Networks , vol.1 , Issue.215-239 , pp. 1978
    • Freeman, L.C.1
  • 7
    • 0001938951 scopus 로고    scopus 로고
    • Transductive Inference for Text Classification using Support Vector Machines
    • MORGAN KAUFMANN PUBLISHERS, INC.
    • T. Joachims. Transductive Inference for Text Classification using Support Vector Machines. In MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, pages 200-209. MORGAN KAUFMANN PUBLISHERS, INC., 1999.
    • (1999) Machine Learning-International Workshop then Conference , pp. 200-209
    • Joachims, T.1
  • 11
    • 42249087646 scopus 로고    scopus 로고
    • Transductive inference and semisupervised learning
    • V. Vapnik. Transductive inference and semisupervised learning. Semi-Supervised Learning, pages 454-472, 2006.
    • (2006) Semi-Supervised Learning , pp. 454-472
    • Vapnik, V.1
  • 15
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions
    • Xiaojin Zhu, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. In In ICML, pages 912-919, 2003.
    • (2003) ICML , pp. 912-919
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.