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Volumn 8, Issue 10, 2012, Pages 4315-4322

Semi-supervised learning based on smooth manifold integration

Author keywords

Manifold learning; Manifold regularization; Semi supervised learning

Indexed keywords

DATA DISTRIBUTION; DATA VALUES; INTEGRATION METHOD; LABEL INFORMATION; LABELED DATA; LEARNING PROBLEM; MANIFOLD LEARNING; MANIFOLD LEARNING ALGORITHM; MANIFOLD REGULARIZATION; SEMI-SUPERVISED LEARNING; SMOOTH MANIFOLDS;

EID: 84862657019     PISSN: 15539105     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (14)

References (8)
  • 2
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: A geometric framework for learning from examples
    • M. Belkin, P. Niyogi, and V. Sindhwani, Manifold regularization: a geometric framework for learning from examples, journal of Machine Learning Research, 7 (11): 2399-2431, 2006.
    • (2006) journal of Machine Learning Research , vol.7 , Issue.11 , pp. 2399-2431
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 3
    • 83055162330 scopus 로고    scopus 로고
    • Semi-supervised orthogonal discriminant embedding label propagation
    • X. Li, Semi-supervised Orthogonal Discriminant Embedding Label Propagation, Journal of Computational Information Systems, 7 (12): 4319-4327, 2011.
    • (2011) Journal of Computational Information Systems , vol.7 , Issue.12 , pp. 4319-4327
    • Li, X.1
  • 4
    • 0346083482 scopus 로고    scopus 로고
    • Using unlabeled data to improve text classification
    • Ph. D. Thesis, Department of Computer Science, Carnegie Mellon University, May
    • K. Nigam, Using unlabeled data to improve text classification, Ph. D. Thesis, Department of Computer Science, Carnegie Mellon University, May 2001.
    • (2001)
    • Nigam, K.1
  • 6
    • 36648998944 scopus 로고    scopus 로고
    • Label propagation through linear neighborhoods
    • F. Wang, C. S. Zhang, Label Propagation through Linear Neighborhoods, Knowledge and Data Engineering, 20 (1): 55-67, 2008.
    • (2008) Knowledge and Data Engineering , vol.20 , Issue.1 , pp. 55-67
    • Wang, F.1    Zhang, C.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.