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Volumn 7, Issue 13, 2010, Pages 2681-2688

Research of local approximation in semi-supervised manifold learning

Author keywords

Classification; Local approximation; Manifold learning; Semi supervised learning

Indexed keywords

CLASSIFICATION; COMPARISON RESULT; COMPUTATIONAL COSTS; DATA CLASSIFICATION; DATA SETS; HIGH DIMENSIONAL DATA; IRREGULAR DATA; LABELED DATA; LOCAL APPROXIMATION; MANIFOLD LEARNING; OTHER ALGORITHMS; ROTATION INVARIANT; SCALE INVARIANT; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; UNLABELED DATA;

EID: 79955015085     PISSN: 15487741     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (57)

References (15)
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    • M Belkin, P Niyogi, 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
    • 33746476985 scopus 로고    scopus 로고
    • Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization
    • L S afon, A.B Lee. Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(9):1393-1403, 2006
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.9 , pp. 1393-1403
    • Afon, L.S.1    Lee, A.B.2
  • 6
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps and spectral techniques for embedding and clustering
    • Belkin M, Niyogi P. Laplacian Eigenmaps and spectral techniques for embedding and clustering. J. Neural Computation, 15(6):1373-1396, 2003
    • (2003) J. Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 10
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by Locally Linear Embedding
    • S.T Roweis, L.K Saul. Nonlinear dimensionality reduction by Locally Linear Embedding. J. Science, 290(5500): 2323-2326, 2000
    • (2000) J. Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 12
    • 33847374231 scopus 로고    scopus 로고
    • Linear local tangent space alignment and application to face recognition
    • T Zhang, J Yang, D Zhao, and X Ge. Linear local tangent space alignment and application to face recognition. J. Neurocomputing, 70:1547-1533, 2007
    • (2007) J. Neurocomputing , vol.70 , pp. 1547-1533
    • Zhang, T.1    Yang, J.2    Zhao, D.3    Ge, X.4
  • 14
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J.B Tenenbaum, V Silva, J.C. Langford. A global geometric framework for nonlinear dimensionality reduction. J. Science, 290(5500): 2319-2323, 2000
    • (2000) J. Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    Silva, V.2    Langford, J.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.