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Volumn 5271 LNAI, Issue , 2008, Pages 392-399

Unfolding the manifold in generative topographic mapping

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL DATASETS; DATA SETS; EUCLIDEAN DISTANCE; GENERATIVE TOPOGRAPHIC MAPPING; GEODESIC DISTANCES; HIGH-DIMENSIONAL DATA SPACE; LATENT VARIABLE MODELS; LEARNING PROCEDURES; LOW-DIMENSIONAL MANIFOLDS; MULTIVARIATE DATA; TOPOLOGY PRESERVATION;

EID: 70350549916     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87656-4_49     Document Type: Conference Paper
Times cited : (3)

References (10)
  • 3
    • 33751248753 scopus 로고    scopus 로고
    • Missing data imputation through GTM as a mixture of t-distributions
    • Vellido, A.: Missing data imputation through GTM as a mixture of t-distributions. Neural Networks 19(10), 1624-1635 (2006)
    • (2006) Neural Networks , vol.19 , Issue.10 , pp. 1624-1635
    • Vellido, A.1
  • 4
    • 32544451613 scopus 로고    scopus 로고
    • Robust analysis of MRS brain tumour data using t-GTM
    • Vellido, A., Lisboa, P.J.G., Vicente, D.: Robust analysis of MRS brain tumour data using t-GTM. Neurocomputing 69(7-9), 754-768 (2006)
    • (2006) Neurocomputing , vol.69 , Issue.7-9 , pp. 754-768
    • Vellido, A.1    Lisboa, P.J.G.2    Vicente, D.3
  • 5
    • 25144465425 scopus 로고    scopus 로고
    • Manifold constrained finite Gaussian mixtures
    • Cabestany, J, Gonzalez Prieto, A, Sandoval, F, eds, IWANN 2005, Springer, Heidelberg
    • Archambeau, C., Verleysen, M.: Manifold constrained finite Gaussian mixtures. In: Cabestany, J., Gonzalez Prieto, A., Sandoval, F. (eds.) IWANN 2005. LNCS, vol. 3512, pp. 820-828. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3512 , pp. 820-828
    • Archambeau, C.1    Verleysen, M.2
  • 6
    • 84899021258 scopus 로고    scopus 로고
    • Vincent, P., Bengio, Y.: Manifold parzen windows. In: Thrun, S., Becker, S., Obermayer, K. (eds.) NIPS, 15, pp. 825-832. MIT Press, Cambridge (2003)
    • Vincent, P., Bengio, Y.: Manifold parzen windows. In: Thrun, S., Becker, S., Obermayer, K. (eds.) NIPS, vol. 15, pp. 825-832. MIT Press, Cambridge (2003)
  • 7
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum, J.B., de Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290, 2319-2323 (2000)
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    de Silva, V.2    Langford, J.C.3
  • 9
    • 0038455092 scopus 로고    scopus 로고
    • Graph approximations to geodesics on embedded manifolds
    • Technical report, Stanford University, CA
    • Bernstein, M., de Silva, V., Langford, J., Tenenbaum, J.: Graph approximations to geodesics on embedded manifolds. Technical report, Stanford University, CA (2000)
    • (2000)
    • Bernstein, M.1    de Silva, V.2    Langford, J.3    Tenenbaum, J.4
  • 10
    • 34147120474 scopus 로고
    • A note on two problems in connection with graphs
    • Dijkstra, E.W.: A note on two problems in connection with graphs. Numerische Mathematik 1, 269-271 (1959)
    • (1959) Numerische Mathematik , vol.1 , pp. 269-271
    • Dijkstra, E.W.1


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