메뉴 건너뛰기




Volumn 72, Issue 13-15, 2009, Pages 2964-2978

RankVisu: Mapping from the neighborhood network

Author keywords

Multidimensional scaling; Neighborhood ranks; Non metric MDS; Tears and false neighborhoods

Indexed keywords

COMPUTER APPLICATIONS; NEURAL NETWORKS;

EID: 79751514253     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2009.04.008     Document Type: Article
Times cited : (22)

References (58)
  • 1
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional space
    • J.V. Bussche, V. Vianu (Eds.), Springer, Berlin, Germany
    • C.C. Aggarwal, A. Hinneburg, D.A. Keim, On the surprising behavior of distance metrics in high dimensional space, in: J.V. Bussche, V. Vianu (Eds.), Lecture Notes in Computer Science, vol. 1973, Springer, Berlin, Germany, 2001, pp. 420-434.
    • (2001) Lecture Notes in Computer Science , vol.1973 , pp. 420-434
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 2
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • M. Belkin, P. Niyogi, Laplacian eigenmaps for dimensionality reduction and data representation, Neural Computation 15 (6) (2003) 1373-1396.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • M. Belkin, P. Niyogi, Laplacian eigenmaps and spectral techniques for embedding and clustering, in: NIPS, vol. 14, 2001, pp. 585-591.
    • (2001) NIPS , vol.14 , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 0014563685 scopus 로고
    • The intrinsic dimensionality of signal collections
    • R.S. Bennett, The intrinsic dimensionality of signal collections, IEEE Transactions on Information Theory 15 (1969) 517-525.
    • (1969) IEEE Transactions on Information Theory , vol.15 , pp. 517-525
    • Bennett, R.S.1
  • 7
    • 0030406791 scopus 로고    scopus 로고
    • A linear iteration time layout algorithm for visualizing high-dimensional data
    • R. Yagel, G.M. Nielson (Eds.), IEEE Computer Society Press, San Fransisco, Los Alamitos, CA
    • M. Chalmers, A linear iteration time layout algorithm for visualizing high-dimensional data, in: R. Yagel, G.M. Nielson (Eds.), Proceedings of the Seventh Conference on Visualization, IEEE Visualization, IEEE Computer Society Press, San Fransisco, Los Alamitos, CA, 1996, pp. 127-132.
    • (1996) Proceedings of the Seventh Conference on Visualization, IEEE Visualization , pp. 127-132
    • Chalmers, M.1
  • 11
    • 79958839220 scopus 로고
    • Presented at Congrès Satellite du Congrès Européen de Mathématiques: Aspects Théoriques des Réseaux de Neurones, Paris, France
    • P. Demartines, Mesures d'organisation du réseau de Kohonen, Presented at Congrès Satellite du Congrès Européen de Mathématiques: Aspects Théoriques des Réseaux de Neurones, Paris, France, 1992.
    • (1992) Mesures d'organisation du réseau de Kohonen
    • Demartines, P.1
  • 12
    • 0030736375 scopus 로고    scopus 로고
    • Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets
    • P. Demartines, J. Hérault, Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets, IEEE Transactions on Neural Networks 8 (1) (1997) 148-154.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.1 , pp. 148-154
    • Demartines, P.1    Hérault, J.2
  • 13
    • 0032823783 scopus 로고    scopus 로고
    • Genomic signature: Characterization and classification of species assessed by chaos game representation of sequences
    • P.J. Deschavanne, A. Giron, J. Vilain, G. Fagot, B. Fertil, Genomic signature: characterization and classification of species assessed by chaos game representation of sequences, Molecular Biology and Evolution 16 (1999) 1391-1399.
    • (1999) Molecular Biology and Evolution , vol.16 , pp. 1391-1399
    • Deschavanne, P.J.1    Giron, A.2    Vilain, J.3    Fagot, G.4    Fertil, B.5
  • 15
    • 0346061723 scopus 로고    scopus 로고
    • High-dimensional data analysis: The curses and blessings of dimensionality
    • Los Angeles, California, (Online)
    • D.L. Donoho, High-dimensional data analysis: the curses and blessings of dimensionality, in: American Mathematical Society Lecture "Math Challenges of the 21st Century," Los Angeles, California, 2000, Available: 〈http://www-stat.stanford.edu/~donoho/〉 (Online).
    • (2000) American Mathematical Society Lecture "Math Challenges of the 21st Century"
    • Donoho, D.L.1
  • 16
    • 0002087277 scopus 로고
    • CR. Reeves (Ed.), McGraw-Hill, New York
    • K.A. Dowsland, in: CR. Reeves (Ed.), Simulated Annealing, McGraw-Hill, New York, 1995.
    • (1995) Simulated Annealing
    • Dowsland, K.A.1
  • 17
    • 0001070640 scopus 로고
    • A heuristic for graph drawing, Congressus numerantium
    • D.S. Meek, G.H.J.V. Rees (Eds.), Utilitas Mathematica Publishing, Winnipeg, Canada
    • P. Eades, A heuristic for graph drawing, Congressus numerantium, in: D.S. Meek, G.H.J.V. Rees (Eds.), Proceedings of the 13th Manitoba Conference on Numerical Mathematics and Computing, vol. 42, Utilitas Mathematica Publishing, Winnipeg, Canada, 1984, pp. 149-160.
    • (1984) Proceedings of the 13th Manitoba Conference on Numerical Mathematics and Computing , vol.42 , pp. 149-160
    • Eades, P.1
  • 19
    • 0004215426 scopus 로고
    • C.R. Reeves (Eds.), McGraw-Hill, New York
    • F. Glover, M. Laguna, in: C.R. Reeves (Eds.), Tabu Search, McGraw-Hill, New York, 1995.
    • (1995) Tabu Search
    • Glover, F.1    Laguna, M.2
  • 21
    • 0013602888 scopus 로고
    • A general nonmetric technique for finding the smallest coordinate space for a configuration of points
    • L. Guttman, A general nonmetric technique for finding the smallest coordinate space for a configuration of points, Psychometrika 33 (1968) 469-506.
    • (1968) Psychometrika , vol.33 , pp. 469-506
    • Guttman, L.1
  • 24
    • 85032996208 scopus 로고    scopus 로고
    • Stochastic neighbor embedding
    • G. Hinton, S. Roweis, Stochastic neighbor embedding, in: NIPS, vol. 15, 2002, pp. 833-840.
    • (2002) NIPS , vol.15 , pp. 833-840
    • Hinton, G.1    Roweis, S.2
  • 29
    • 27844431657 scopus 로고
    • Construction of maps from odd bits of information
    • D.G. Kendall, Construction of maps from odd bits of information, Nature 231 (1971) 158-159.
    • (1971) Nature , vol.231 , pp. 158-159
    • Kendall, D.G.1
  • 30
    • 0028866956 scopus 로고
    • Odorant-specific spatial patterns in mucosal activity predict perceptual differences among odorants
    • P.F. Kent, S.L. Youngentob, P.R. Sheehe, Odorant-specific spatial patterns in mucosal activity predict perceptual differences among odorants, Journal of Neurophysiology 74 (4) (1995) 1777-1781.
    • (1995) Journal of Neurophysiology , vol.74 , Issue.4 , pp. 1777-1781
    • Kent, P.F.1    Youngentob, S.L.2    Sheehe, P.R.3
  • 31
    • 0020068152 scopus 로고
    • Self-organized formation of topologically correct feature maps
    • T. Kohonen, Self-organized formation of topologically correct feature maps, Biological Cybernetics 43 (1982) 59-69.
    • (1982) Biological Cybernetics , vol.43 , pp. 59-69
    • Kohonen, T.1
  • 32
    • 0003410791 scopus 로고    scopus 로고
    • H.K.V. Lotsch (Eds.), Springer, Heidelberg, Germany
    • T. Kohonen, in: H.K.V. Lotsch (Eds.), Self-Organizing Maps, Springer, Heidelberg, Germany, 1997.
    • (1997) Self-Organizing Maps
    • Kohonen, T.1
  • 33
    • 0029307137 scopus 로고
    • A nonlinear projection method based on Kohonen's topology preserving maps
    • M.A. Kraaijveld, J. Mao, A.K. Jain, A nonlinear projection method based on Kohonen's topology preserving maps, IEEE Transactions on Neural Networks 6 (1995) 548-559.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , pp. 548-559
    • Kraaijveld, M.A.1    Mao, J.2    Jain, A.K.3
  • 35
    • 24944533365 scopus 로고
    • Non-metric multidimensional scaling: A numerical method
    • J.B. Kruskal, Non-metric multidimensional scaling: a numerical method, Psychometrika 29 (1964) 115-129.
    • (1964) Psychometrika , vol.29 , pp. 115-129
    • Kruskal, J.B.1
  • 36
    • 0041654220 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • J.B. Kruskal, Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis, Psychometrika 29 (1964) 1-27.
    • (1964) Psychometrika , vol.29 , pp. 1-27
    • Kruskal, J.B.1
  • 37
    • 1542680971 scopus 로고    scopus 로고
    • Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
    • (New York, Elsevier)
    • J.A. Lee, A. Lendasse, M. Verleysen, Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis, Neurocomputing 57 (2004) 49-76 (New York, Elsevier).
    • (2004) Neurocomputing , vol.57 , pp. 49-76
    • Lee, J.A.1    Lendasse, A.2    Verleysen, M.3
  • 39
    • 84997909316 scopus 로고    scopus 로고
    • Visualization of high-dimensional data with relational perspective map
    • J.X. Li, Visualization of high-dimensional data with relational perspective map, Information Visualization 3 (2004) 49-59.
    • (2004) Information Visualization , vol.3 , pp. 49-59
    • Li, J.X.1
  • 40
    • 0008644101 scopus 로고
    • A mathematical empirical comparison of two multidimensional scaling algorithms
    • (Monograph Supplement no. 19)
    • J.C. Lingoes, E.E. Roskam, A mathematical empirical comparison of two multidimensional scaling algorithms, Psychometrika 38 (1973) (Monograph Supplement no. 19).
    • (1973) Psychometrika , vol.38
    • Lingoes, J.C.1    Roskam, E.E.2
  • 41
    • 0029442124 scopus 로고
    • Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes
    • (Springer-Verlag)
    • S. McAdams, S. Winsberg, S. Donnadieu, G. De Soete, J. Krimphoff, Perceptual scaling of synthesized musical timbres: common dimensions, specificities, and latent subject classes, Psychological Research 58 (1995) 177-192 (Springer-Verlag).
    • (1995) Psychological Research , vol.58 , pp. 177-192
    • McAdams, S.1    Winsberg, S.2    Donnadieu, S.3    De Soete, G.4    Krimphoff, J.5
  • 42
    • 84997941468 scopus 로고    scopus 로고
    • Fast multidimensional scaling through sampling, springs and interpolation
    • A. Morrison, G. Ross, M. Chalmers, Fast multidimensional scaling through sampling, springs and interpolation, Information Visualization 2 (2003) 68-77.
    • (2003) Information Visualization , vol.2 , pp. 68-77
    • Morrison, A.1    Ross, G.2    Chalmers, M.3
  • 43
    • 0032188801 scopus 로고    scopus 로고
    • Gene flow between insular, coastal and interior populations of brown bears in Alaska
    • (Blackwell Publishing)
    • D. Paetkau, G.F. Shields, C. Strobeck, Gene flow between insular, coastal and interior populations of brown bears in Alaska, Molecular Ecology 7 (1998) 1283-1292 (Blackwell Publishing).
    • (1998) Molecular Ecology , vol.7 , pp. 1283-1292
    • Paetkau, D.1    Shields, G.F.2    Strobeck, C.3
  • 45
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • K. Pearson, On lines and planes of closest fit to systems of points in space, Philosophical Magazine (2) (1901) 559-572.
    • (1901) Philosophical Magazine , Issue.2 , pp. 559-572
    • Pearson, K.1
  • 47
    • 0004116564 scopus 로고
    • C.R. Reeves (Eds.), McGraw-Hill, New York
    • C.R. Reeves, in: C.R. Reeves (Eds.), Genetic Algorithms, McGraw-Hill, New York, 1995.
    • (1995) Genetic Algorithms
    • Reeves, C.R.1
  • 48
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S.T. Roweis, L.K. Saul, Nonlinear dimensionality reduction by locally linear embedding, Science 290 (2000) 2323-2326.
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 49
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • J.W. Sammon, A nonlinear mapping for data structure analysis, IEEE Transactions on Computers C-18 (5) (1969) 401-409.
    • (1969) IEEE Transactions on Computers , vol.C-18 , Issue.5 , pp. 401-409
    • Sammon, J.W.1
  • 50
    • 0042021603 scopus 로고
    • Multidimensional scaling, tree fitting and clustering
    • R.N. Shepard, Multidimensional scaling, tree fitting and clustering, Science 210 (1980) 390-398.
    • (1980) Science , vol.210 , pp. 390-398
    • Shepard, R.N.1
  • 51
    • 34250297158 scopus 로고
    • Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features
    • Y. Takane, F.W. Young, J. de Leeuw, Nonmetric individual differences multidimensional scaling: an alternating least squares method with optimal scaling features, Psychometrika 42 (1977) 8-67.
    • (1977) Psychometrika , vol.42 , pp. 8-67
    • Takane, Y.1    Young, F.W.2    de Leeuw, J.3
  • 52
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J.B. Tenenbaum, V. de Silva, J.C. Langford, A global geometric framework for nonlinear dimensionality reduction, Science 290 (2000) 2319-2323.
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    de Silva, V.2    Langford, J.C.3
  • 53
    • 84950351930 scopus 로고
    • Multidimensional scaling: 1. Theory and method
    • W.S. Torgerson, Multidimensional scaling: 1. Theory and method, Psychometrika 17 (1952) 401-419.
    • (1952) Psychometrika , vol.17 , pp. 401-419
    • Torgerson, W.S.1
  • 54
    • 84958976659 scopus 로고    scopus 로고
    • Neighborhood preservation in nonlinear projection methods: An experimental study
    • G. Dorffner, H. Bischof, K. Hornik (Eds.), Lecture Notes in Computer Science, vol. 2130, Springer, Berlin
    • J. Venna, S. Kaski, Neighborhood preservation in nonlinear projection methods: an experimental study, in: G. Dorffner, H. Bischof, K. Hornik (Eds.), Proceedings of ICANN'01, International Conference on Artificial Neural Networks, Lecture Notes in Computer Science, vol. 2130, Springer, Berlin, 2001.
    • (2001) Proceedings of ICANN'01, International Conference on Artificial Neural Networks
    • Venna, J.1    Kaski, S.2
  • 55
    • 33746617306 scopus 로고    scopus 로고
    • Local multidimensional scaling
    • J. Venna, S. Kaski, Local multidimensional scaling, Neural Networks 19 (2006) 889-899.
    • (2006) Neural Networks , vol.19 , pp. 889-899
    • Venna, J.1    Kaski, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.