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Volumn , Issue , 2010, Pages 167-174

The elastic embedding algorithm for dimensionality reduction

Author keywords

[No Author keywords available]

Indexed keywords

CRITICAL VALUE; DATA POINTS; DATA SETS; DIMENSIONALITY REDUCTION; DIMENSIONALITY REDUCTION METHOD; EMBEDDING ALGORITHMS; GLOBALLY CONVERGENT; HOMOTOPIES; HOMOTOPY METHOD; ITERATIVE ALGORITHM; LAPLACIAN EIGENMAPS; NON-LINEAR METHODS; NONLINEAR OBJECTIVE FUNCTIONS; SAMPLE POINT; SPECTRAL METHODS;

EID: 77956525318     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (116)

References (17)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • June
    • Belkin, Mikhail and Niyogi, Partha. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15(6):1373-1396, June 2003.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 14844331056 scopus 로고    scopus 로고
    • Influence of lateral connections on the structure of cortical maps
    • November
    • Carreira-Perpiñán, Miguel Á. and Goodhill, Geoffrey J. Influence of lateral connections on the structure of cortical maps. J. Neurophysiol., 92(5):2947-2959, November 2004.
    • (2004) J. Neurophysiol. , vol.92 , Issue.5 , pp. 2947-2959
    • Carreira-Perpiñán, M.Á.1    Goodhill, G.J.2
  • 4
    • 84862290721 scopus 로고    scopus 로고
    • The laplacian eigenmaps latent variable model
    • San Juan, Puerto Rico, March 21-24
    • Carreira-Perpiñán, Miguel Á. and Lu, Zhengdong. The Laplacian Eigenmaps Latent Variable Model. In Proc. AISTATS, pp. 59-66, San Juan, Puerto Rico, March 21-24 2007.
    • (2007) Proc. AISTATS , pp. 59-66
    • Carreira-Perpiñán, M.Á.1    Lu, Z.2
  • 5
    • 51949113109 scopus 로고    scopus 로고
    • Dimensionality reduction by unsupervised regression
    • Anchorage, AK, June 23-28
    • Carreira-Perpiñán, Miguel Á. and Lu, Zhengdong. Dimensionality reduction by unsupervised regression. In Proc. CVPR, Anchorage, AK, June 23-28 2008.
    • (2008) Proc. CVPR
    • Carreira-Perpiñán, M.Á.1    Lu, Z.2
  • 6
    • 57249107309 scopus 로고    scopus 로고
    • Visualizing similarity data with a mixture of maps
    • San Juan, Puerto Rico, March 21-24
    • Cook, James, Sutskever, Ilya, Mnih, Andriy, and Hinton, Geoffrey. Visualizing similarity data with a mixture of maps. In Proc. AISTATS, San Juan, Puerto Rico, March 21-24 2007.
    • (2007) Proc. AISTATS
    • Cook, J.1    Sutskever, I.2    Mnih, A.3    Hinton, G.4
  • 7
    • 0000155356 scopus 로고
    • An analysis of the elastic net approach to the traveling salesman problem
    • Fall
    • Durbin, Richard, Szeliski, Richard, and Yuille, Alan. An analysis of the elastic net approach to the traveling salesman problem. Neural Computation, 1(3): 348-358, Fall 1989.
    • (1989) Neural Computation , vol.1 , Issue.3 , pp. 348-358
    • Durbin, R.1    Szeliski, R.2    Yuille, A.3
  • 8
    • 84950453673 scopus 로고
    • Principal curves
    • June
    • Hastie, Trevor J. and Stuetzle, Werner. Principal curves. J. Amer. Stat. Assoc., 84(406):502-516, June 1989.
    • (1989) J. Amer. Stat. Assoc. , vol.84 , Issue.406 , pp. 502-516
    • Hastie, T.J.1    Stuetzle, W.2
  • 9
    • 84898964829 scopus 로고    scopus 로고
    • Stochastic neighbor embedding
    • MIT Press, Cambridge, MA
    • Hinton, Geoffrey and Roweis, Sam T. Stochastic neighbor embedding. In Proc. NIPS 2002, pp. 857-864. MIT Press, Cambridge, MA, 2003.
    • (2003) Proc. NIPS 2002 , pp. 857-864
    • Hinton, G.1    Roweis, S.T.2
  • 10
    • 51949113919 scopus 로고    scopus 로고
    • Constrained spectral clustering through affinity propagation
    • Anchorage, AK, June 23-28
    • Lu, Zhengdong and Carreira-Perpiñán, Miguel Á. Constrained spectral clustering through affinity propagation. In Proc. CVPR, Anchorage, AK, June 23-28 2008.
    • (2008) Proc. CVPR
    • Lu, Z.1    Carreira-Perpiñán, M.Á.2
  • 12
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • December 22
    • Roweis, Sam T. and Saul, Lawrence K. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, December 22 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 13
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • May
    • Sammon, Jr., John W. A nonlinear mapping for data structure analysis. IEEE Trans. Computers, C-18 (5):401-409, May 1969.
    • (1969) IEEE Trans. Computers , vol.C-18 , Issue.5 , pp. 401-409
    • Sammon Jr., J.W.1
  • 14
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • December 22
    • Tenenbaum, Joshua B., de Silva, Vin, and Langford, John C. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, December 22 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 16
    • 69049115958 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction as information retrieval
    • San Juan, Puerto Rico, March 21-24
    • Venna, Jarkko and Kaski, Samuel. Nonlinear dimensionality reduction as information retrieval. In Proc. AISTATS, San Juan, Puerto Rico, March 21-24 2007.
    • (2007) Proc. AISTATS
    • Venna, J.1    Kaski, S.2
  • 17
    • 33744949513 scopus 로고    scopus 로고
    • Unsupervised learning of image manifolds by semidefinite programming
    • October
    • Weinberger, Kilian Q. and Saul, Lawrence K. Unsupervised learning of image manifolds by semidefinite programming. Int. J. Computer Vision, 70(1):77-90, October 2006.
    • (2006) Int. J. Computer Vision , vol.70 , Issue.1 , pp. 77-90
    • Weinberger, K.Q.1    Saul, L.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.