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Volumn 47, Issue 4, 2007, Pages 873-885

Analysis of an alignment algorithm for nonlinear dimensionality reduction

Author keywords

Alignment algorithm; Dimensionality reduction; Manifold learning

Indexed keywords


EID: 36749091052     PISSN: 00063835     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10543-007-0144-x     Document Type: Article
Times cited : (8)

References (14)
  • 4
    • 0037948870 scopus 로고    scopus 로고
    • Hessian eigenmaps: New tools for nonlinear dimensionality reduction
    • D. Donoho and C. Grimes, Hessian eigenmaps: new tools for nonlinear dimensionality reduction, in Proceedings of National Academy of Science, pp. 5591-5596, 2003.
    • (2003) Proceedings of National Academy of Science , pp. 5591-5596
    • Donoho, D.1    Grimes, C.2
  • 6
    • 0004236492 scopus 로고    scopus 로고
    • Johns Hopkins University Press Baltimore, Maryland
    • G. H. Golub and C. F. van Loan, Matrix Computations, 3rd edn., Johns Hopkins University Press, Baltimore, Maryland, 1996.
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, C.F.2
  • 10
    • 30544449884 scopus 로고    scopus 로고
    • Algorithm 845: EIGIFP: a matlab program for solving large symmetric generalized eigenvalue problems
    • J. Money and Q. Ye, Algorithm 845: EIGIFP: a matlab program for solving large symmetric generalized eigenvalue problems, ACM Trans. Math. Softw., 31 (2005), pp. 270-279.
    • (2005) ACM Trans. Math. Softw. , vol.31 , pp. 270-279
    • Money, J.1    Ye, Q.2
  • 11
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. T. Roweis and L. K. Saul, Nonlinear dimensionality reduction by locally linear embedding, Science, 290 (2000), pp. 2323-2326.
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 12
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J. B. Tenenbaum, V. de Silva, and J. C. Langford, A global geometric framework for nonlinear dimensionality reduction, Science, 290 (2000), pp. 2319-2323.
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 14
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimension reduction via local tangent space alignment
    • Z. Zhang and H. Zha, Principal manifolds and nonlinear dimension reduction via local tangent space alignment, SIAM J. Sci. Comput., 26 (2004), pp. 313-338.
    • (2004) SIAM J. Sci. Comput. , vol.26 , pp. 313-338
    • Zhang, Z.1    Zha, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.