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Volumn 5290 LNAI, Issue , 2008, Pages 113-122

Geodesic generative topographic mapping

Author keywords

[No Author keywords available]

Indexed keywords

DATA POINTS; DATA REPRESENTATIONS; DATA SETS; EUCLIDEAN DISTANCE; GENERATIVE TOPOGRAPHIC MAPPING; GEODESIC DISTANCES; LOW-DIMENSIONAL MANIFOLDS; LOW-DIMENSIONAL REPRESENTATION; MANIFOLD LEARNING; MULTIVARIATE DATA; NEIGHBOURHOOD; NON-LINEARITY; NONLINEAR DIMENSIONALITY REDUCTION; OBSERVED DATA;

EID: 70350594026     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88309-8_12     Document Type: Conference Paper
Times cited : (7)

References (11)
  • 2
    • 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
  • 3
    • 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
  • 4
    • 51049101496 scopus 로고    scopus 로고
    • Advances in clustering and visualization of time series using GTM Through Time
    • accepted for publication
    • Olier, I., Vellido, A.: Advances in clustering and visualization of time series using GTM Through Time. Neural Networks (accepted for publication)
    • Neural Networks
    • Olier, I.1    Vellido, A.2
  • 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
    • 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
  • 8
    • 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
  • 9
    • 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
  • 10
    • 84958976659 scopus 로고    scopus 로고
    • Neighborhood preservation in nonlinear projection methods: An experimental study
    • Dorffner, G, Bischof, H, Hornik, K, eds, ICANN 2001, Springer, Heidelberg
    • Venna, J., Kaski, S.: Neighborhood preservation in nonlinear projection methods: An experimental study. In: Dorffner, G., Bischof, H., Hornik, K. (eds.) ICANN 2001. LNCS, vol. 2130, pp. 485-491. Springer, Heidelberg (2001)
    • (2001) LNCS , vol.2130 , pp. 485-491
    • Venna, J.1    Kaski, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.