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Volumn 2, Issue , 2008, Pages 843-849

Semi-supervised Laplacian eigenmaps for dimensionality reduction

Author keywords

Label information; Laplacian eigenmaps; Manifold learning

Indexed keywords

FEATURE EXTRACTION; PATTERN RECOGNITION; WAVELET ANALYSIS; WAVELET TRANSFORMS;

EID: 56849095013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICWAPR.2008.4635894     Document Type: Conference Paper
Times cited : (9)

References (9)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
    • M. Belkin, P. Niyogi: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Computation, 1373-1396, 2003.
    • (2003) Neural Computation , vol.1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 2
    • 49449084675 scopus 로고    scopus 로고
    • Fisher lecture: Dimension reduction in regression
    • R.D. Cook: Fisher lecture: Dimension reduction in regression. Statist, Sci., 1-26, 2007.
    • (2007) Statist, Sci , vol.1-26
    • Cook, R.D.1
  • 3
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R.A. Fisher: The use of multiple measurements in taxonomic problems. Annals of Eugenics, 179-188, 1936.
    • (1936) Annals of Eugenics , vol.179-188
    • Fisher, R.A.1
  • 4
    • 56849124028 scopus 로고    scopus 로고
    • L.T. Jolliffe: Principal component analysis. New York: Springer-Verlag
    • L.T. Jolliffe: Principal component analysis. New York: Springer-Verlag.
  • 5
    • 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. Science, 2323-2326, 2000.
    • (2000) Science , vol.2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 7
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionahty reduction
    • J.B. Tenenbaum, V. do Silva, J.C. Langford: A global geometric framework for nonlinear dimensionahty reduction. Science, 2319-2323, 2000.
    • (2000) Science , vol.2319-2323
    • Tenenbaum, J.B.1    do Silva, V.2    Langford, J.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.