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Volumn 71, Issue 16-18, 2008, Pages 3575-3581

Improve local tangent space alignment using various dimensional local coordinates

Author keywords

Dimensionality reduction; Local tangent space alignment; Manifold learning

Indexed keywords

ALIGNMENT; ELECTRIC NETWORK ANALYSIS; GLOBAL OPTIMIZATION; NEURAL NETWORKS;

EID: 56549124687     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.02.008     Document Type: Conference Paper
Times cited : (16)

References (10)
  • 3
    • 0037948870 scopus 로고    scopus 로고
    • Hessian eigenmaps: New tools for nonlinear dimensionality reduction
    • D. Donoho, C. Grimes, Hessian eigenmaps: new tools for nonlinear dimensionality reduction, Proceedings of National Academy of Science (2003) 5591-5596.
    • (2003) Proceedings of National Academy of Science , pp. 5591-5596
    • Donoho, D.1    Grimes, C.2
  • 4
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. Roweis, and L. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 2000 2323 2326
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.1    Saul, L.2
  • 5
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of nonlinear manifolds
    • L. Saul, and S. Roweis Think globally, fit locally: unsupervised learning of nonlinear manifolds J. Mach. Learn. Res. 4 2003 119 155
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 119-155
    • Saul, L.1    Roweis, S.2
  • 6
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimension reduction
    • J. Tenenbaum, V. De Silva, and J. Langford A global geometric framework for nonlinear dimension reduction Science 290 2000 2319 2323
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.1    De Silva, V.2    Langford, J.3
  • 7
    • 84898976138 scopus 로고    scopus 로고
    • Adaptive manifold learning
    • L.K. Saul Y. Weiss L. Bottou MIT Press Cambridge, MA
    • J. Wang, Z. Zhang, and H. Zha Adaptive manifold learning L.K. Saul Y. Weiss L. Bottou Advances in Neural Information Processing Systems vol. 17 2005 MIT Press Cambridge, MA 1473 1480
    • (2005) Advances in Neural Information Processing Systems , vol.17 , pp. 1473-1480
    • Wang, J.1    Zhang, Z.2    Zha, H.3
  • 9
    • 84864069440 scopus 로고    scopus 로고
    • MLLE: Modified locally linear embedding using multiple weights
    • MIT Press, Cambridge, MA
    • Z. Zhang, J. Wang, MLLE: modified locally linear embedding using multiple weights, Advances in Neural Information Processing Systems, vol. 19, MIT Press, Cambridge, MA, 2007.
    • (2007) Advances in Neural Information Processing Systems , vol.19
    • Zhang, Z.1    Wang, J.2
  • 10
    • 14544307975 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
    • Z. Zhang, and H. Zha Principal manifolds and nonlinear dimensionality reduction via tangent space alignment SIAM J. Sci. Comput. 26 1 2005 313 338
    • (2005) SIAM J. Sci. Comput. , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.