-
1
-
-
84949479246
-
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
-
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
-
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
-
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
-
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
-
8
-
-
0003825410
-
-
Chapman & Hall, London, UK
-
T. Cox, M. Cox, Multidimensional Scaling, Chapman & Hall, London, UK, 1994.
-
(1994)
Multidimensional Scaling
-
-
Cox, T.1
Cox, M.2
-
11
-
-
79958839220
-
-
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
-
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
-
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
-
14
-
-
0004061989
-
-
Prentice- Hall, Englewood Cliffs, NJ
-
G.D. Di Battista, P. Eades, R. Tamassia, I.G. Tollis, Graph Drawing: Algorithms for the Visualization of Graphs, Prentice- Hall, Englewood Cliffs, NJ, 1999.
-
(1999)
Graph Drawing: Algorithms for the Visualization of Graphs
-
-
Di Battista, G.D.1
Eades, P.2
Tamassia, R.3
Tollis, I.G.4
-
15
-
-
0346061723
-
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
-
-
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
-
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
-
-
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
-
20
-
-
0003722376
-
-
Addison-Wesley, Reading, MA
-
D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA, 1989.
-
(1989)
Genetic Algorithms in Search, Optimization, and Machine Learning
-
-
Goldberg, D.E.1
-
21
-
-
0013602888
-
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
-
23
-
-
0034946806
-
Hierarchical patterns of global human y-chromosome diversity
-
(Oxford Journals)
-
M.F. Hammer, T.M. Karafet, A.J. Redd, H. Jarjanazi, S. Santachiara-Benerecetti, H. Soodyall, S.L. Zegura, Hierarchical patterns of global human y-chromosome diversity, Molecular Biology and Evolution 18 (2001) 1189-1203 (Oxford Journals).
-
(2001)
Molecular Biology and Evolution
, vol.18
, pp. 1189-1203
-
-
Hammer, M.F.1
Karafet, T.M.2
Redd, A.J.3
Jarjanazi, H.4
Santachiara-Benerecetti, S.5
Soodyall, H.6
Zegura, S.L.7
-
24
-
-
85032996208
-
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
-
25
-
-
0037294626
-
A perceptual interference account of acquisition difficulties for non-native phonemes
-
(Elsevier)
-
P. Iverson, P.K. Kuhl, R. Akahane-Yamada, E. Diesch, Y. Tohkura, A. Kettermann, C. Siebert, A perceptual interference account of acquisition difficulties for non-native phonemes, Cognition 87 (2003) B47-B57 (Elsevier).
-
(2003)
Cognition
, vol.87
-
-
Iverson, P.1
Kuhl, P.K.2
Akahane-Yamada, R.3
Diesch, E.4
Tohkura, Y.5
Kettermann, A.6
Siebert, C.7
-
27
-
-
0034883310
-
Paternal population history of East Asia: Sources, patterns, and microevolutionary processes
-
(University of Chicago Press)
-
T. Karafet, L. Xu, R. Du, W. Wang, S. Feng, R.S. Wells, A.J. Redd, S.L. Zegura, M.F. Hammer, Paternal population history of East Asia: sources, patterns, and microevolutionary processes, American Journal of Human Genetics 69 (2001) 615-628 (University of Chicago Press).
-
(2001)
American Journal of Human Genetics
, vol.69
, pp. 615-628
-
-
Karafet, T.1
Xu, L.2
Du, R.3
Wang, W.4
Feng, S.5
Wells, R.S.6
Redd, A.J.7
Zegura, S.L.8
Hammer, M.F.9
-
28
-
-
13844291291
-
Data exploration using self-organizing maps
-
Finnish Academy of Technology, Espoo
-
S. Kaski, Data exploration using self-organizing maps, Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82, Finnish Academy of Technology, Espoo, 1997, 57pp.
-
(1997)
Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82
, pp. 57
-
-
Kaski, S.1
-
29
-
-
27844431657
-
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
-
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
-
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
-
-
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
-
35
-
-
24944533365
-
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
-
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
-
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
-
38
-
-
34548644125
-
DD-HDS: A tool for visualization and exploration of high dimensional data
-
S. Lespinats, M. Verleysen, A. Giron, B. Fertil, DD-HDS: a tool for visualization and exploration of high dimensional data, IEEE Transactions on Neural Networks 18 (5) (2007) 1265-1279.
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.5
, pp. 1265-1279
-
-
Lespinats, S.1
Verleysen, M.2
Giron, A.3
Fertil, B.4
-
39
-
-
84997909316
-
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
-
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
-
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
-
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
-
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
-
44
-
-
41549127079
-
The projection explorer: A flexible tool for projection-based multidimensional visualization
-
Belo Horizonte, Brazil, IEEE Computer Society Press, Silver Spring, MD
-
F.V. Paulovich, M.C.F. Oliveira, R. Minghim, The projection explorer: a flexible tool for projection-based multidimensional visualization, in: Proceedings of XX Brazilian Symposium on Computer Graphics and Image Processing-SIBI-GRAPI 2007, Belo Horizonte, Brazil, IEEE Computer Society Press, Silver Spring, MD, 2007, pp. 27-34.
-
(2007)
Proceedings of XX Brazilian Symposium on Computer Graphics and Image Processing-SIBI-GRAPI 2007
, pp. 27-34
-
-
Paulovich, F.V.1
Oliveira, M.C.F.2
Minghim, R.3
-
45
-
-
0000325341
-
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
-
46
-
-
0003474751
-
-
Cambridge University Press, Cambridge, UK
-
W.H. Press, S.A. Teukolsky, W.T. Vetterling, B.P. Flannery, Numerical Recipes in C: The Art of Scientific Computing, Cambridge University Press, Cambridge, UK, 1992.
-
(1992)
Numerical Recipes in C: The Art of Scientific Computing
-
-
Press, W.H.1
Teukolsky, S.A.2
Vetterling, W.T.3
Flannery, B.P.4
-
47
-
-
0004116564
-
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
56
-
-
61849130212
-
Nonlinear dimensionality reduction as information retrieval
-
San Juan, Puerto Rico, March 21-24
-
J. Venna, S. Kaski, Nonlinear dimensionality reduction as information retrieval, in: Proceedings of the 11th International Conference on Artificial Intelligence and Statistics (AISTATS 2007), San Juan, Puerto Rico, March 21-24, 2007.
-
(2007)
Proceedings of the 11th International Conference on Artificial Intelligence and Statistics (AISTATS 2007)
-
-
Venna, J.1
Kaski, S.2
|