-
1
-
-
0037016775
-
The isomap algorithm and topological stability
-
Jan
-
M. Balasubramanian, E.L. Schwartz, J.B. Tenenbaum, V. de Silva, and J.C. Langford, "The Isomap Algorithm and Topological Stability," Science, vol. 295 p. 7, Jan. 2002.
-
(2002)
Science
, vol.295
, pp. 7
-
-
Balasubramanian, M.1
Schwartz, E.L.2
Tenenbaum, J.B.3
de Silva, V.4
Langford, J.C.5
-
2
-
-
0014563685
-
The intrinsic dimensionality of signal collections
-
Sept
-
R.S. Bennet, "The Intrinsic Dimensionality of Signal Collections," IEEE Trans. Information Theory, vol. 15, no. 5, pp. 517-525, Sept. 1969.
-
(1969)
IEEE Trans. Information Theory
, vol.15
, Issue.5
, pp. 517-525
-
-
Bennet, R.S.1
-
3
-
-
0019634265
-
Evaluation of projection algorithms
-
Nov
-
G. Biswas, A.K. Jain, and R.C. Dubes, "Evaluation of Projection Algorithms," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 3, no. 6, pp. 701-708, Nov. 1981.
-
(1981)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.3
, Issue.6
, pp. 701-708
-
-
Biswas, G.1
Jain, A.K.2
Dubes, R.C.3
-
5
-
-
0032070312
-
Intrinsic dimensionality estimation with optimally topology preserving maps
-
May
-
J. Bruske and G. Sommer, "Intrinsic Dimensionality Estimation with Optimally Topology Preserving Maps," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 5, pp. 572-575, May 1998.
-
(1998)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.20
, Issue.5
, pp. 572-575
-
-
Bruske, J.1
Sommer, G.2
-
6
-
-
0030736375
-
Curvilinear component analysis: A self-organizing neural network for nonlinear mapping of data sets
-
Jan
-
P. Demartines and J. Herault, "Curvilinear Component Analysis: A Self-Organizing Neural Network for Nonlinear Mapping of Data Sets," IEEE Trans. Neural Networks, vol. 8, no. 1, pp. 148-154, Jan. 1997.
-
(1997)
IEEE Trans. Neural Networks
, vol.8
, Issue.1
, pp. 148-154
-
-
Demartines, P.1
Herault, J.2
-
7
-
-
0015011520
-
An algorithm for finding intrinsic dimensionality of data
-
Feb
-
K. Fukunaga and D.R. Olsen, "An Algorithm for Finding Intrinsic Dimensionality of Data," IEEE Trans. Computers, vol. 20, no. 2, pp. 176-183, Feb. 1971.
-
(1971)
IEEE Trans. Computers
, vol.20
, Issue.2
, pp. 176-183
-
-
Fukunaga, K.1
Olsen, D.R.2
-
8
-
-
84887006810
-
A nonlinear mapping for data structure analysis
-
May
-
J.J.W. Sammon, "A Nonlinear Mapping for Data Structure Analysis," IEEE Trans. Computers, vol. 18, no. 5, pp. 401-409, May 1969.
-
(1969)
IEEE Trans. Computers
, vol.18
, Issue.5
, pp. 401-409
-
-
Sammon, J.J.W.1
-
10
-
-
0033640646
-
Statistical pattern recognition: A review
-
Jan
-
A.K. Jain, R. Duin, and J. Mao, "Statistical Pattern Recognition: A Review," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 4-37, Jan. 2000.
-
(2000)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.22
, Issue.1
, pp. 4-37
-
-
Jain, A.K.1
Duin, R.2
Mao, J.3
-
12
-
-
0041654220
-
Multidimensional scaling by optimizing goodness-of-fit to a nonmetric hypothesis
-
Mar
-
J. Kruskal, "Multidimensional Scaling by Optimizing Goodness-of-Fit to a Nonmetric Hypothesis," Psychometrika, vol. 29, no. 1, pp. 1-27, Mar. 1964.
-
(1964)
Psychometrika
, vol.29
, Issue.1
, pp. 1-27
-
-
Kruskal, J.1
-
13
-
-
84910237391
-
Comments on a nonlinear mapping for data structure alanysis
-
Dec
-
J. Kruskal, "Comments on a Nonlinear Mapping for Data Structure Alanysis," IEEE Trans. Computers, vol. 20, no. 12, p. 1614, Dec. 1971.
-
(1971)
IEEE Trans. Computers
, vol.20
, Issue.12
, pp. 1614
-
-
Kruskal, J.1
-
15
-
-
0344508604
-
A robust nonlinear projection method
-
Apr
-
J.A. Lee, A. Lendasse, N. Donckers, and M. Verleysen, "A Robust Nonlinear Projection Method," Proc. Eighth European Symp. Artificial Neural Networks (ESANN 2000), pp. 13-20, Apr. 2000.
-
(2000)
Proc. Eighth European Symp. Artificial Neural Networks (ESANN 2000)
, pp. 13-20
-
-
Lee, J.A.1
Lendasse, A.2
Donckers, N.3
Verleysen, M.4
-
16
-
-
0017471365
-
A triangulation method for the sequential mapping of points from N-space to two-space
-
Mar
-
R.C.T. Lee, J.R. Slagle, and H. Blum, "A Triangulation Method for the Sequential Mapping of Points from N-Space to Two-Space," IEEE Trans. Computers, vol. 26, no. 3, pp. 288-292, Mar. 1977.
-
(1977)
IEEE Trans. Computers
, vol.26
, Issue.3
, pp. 288-292
-
-
Lee, R.C.T.1
Slagle, J.R.2
Blum, H.3
-
17
-
-
0018434328
-
A fast converging algorithm for nonlinear mapping of high-dimensional data onto a plane
-
Feb
-
H. Niemann and J. Weiss, "A Fast Converging Algorithm for Nonlinear Mapping of High-Dimensional Data onto a Plane," IEEE Trans. Computers, vol. 28, no. 2, pp. 142-147, Feb. 1979.
-
(1979)
IEEE Trans. Computers
, vol.28
, Issue.2
, pp. 142-147
-
-
Niemann, H.1
Weiss, J.2
-
18
-
-
0015672993
-
Representation of nonlinear data surfaces
-
Oct
-
D.R. Olsen and K. Fukunaga, "Representation of Nonlinear Data Surfaces," IEEE Trans. Computers, vol. 22, no. 10, pp. 915-922, Oct. 1973.
-
(1973)
IEEE Trans. Computers
, vol.22
, Issue.10
, pp. 915-922
-
-
Olsen, D.R.1
Fukunaga, K.2
-
19
-
-
0018295624
-
An intrinsic dimensionality estimator from near-neighbor information
-
Jan
-
K.W. Pettis, T.A. Bailey, A.K. Jain, and R.C. Dubes, "An Intrinsic Dimensionality Estimator from Near-Neighbor Information," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 1, no. 1, pp. 25-37, Jan. 1979.
-
(1979)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.1
, Issue.1
, pp. 25-37
-
-
Pettis, K.W.1
Bailey, T.A.2
Jain, A.K.3
Dubes, R.C.4
-
20
-
-
84911584312
-
Shortest connection networks and some generalizations
-
Nov
-
R.C. Prim, "Shortest Connection Networks and Some Generalizations," Bell System Technical J., vol. 36, pp. 1389-1401, Nov. 1957.
-
(1957)
Bell System Technical J.
, vol.36
, pp. 1389-1401
-
-
Prim, R.C.1
-
21
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
Dec
-
S.T. Roweis and L.K. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, pp. 2323-2326, Dec. 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
22
-
-
0034704189
-
The manifold ways of perception
-
Dec
-
H.S. Seung and D. Lee, "The Manifold Ways of Perception," Science, vol. 290, pp. 2268-2269, Dec. 2000.
-
(2000)
Science
, vol.290
, pp. 2268-2269
-
-
Seung, H.S.1
Lee, D.2
-
23
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
Dec
-
J.B. Tenenbaum, V. de Silva, and J.C. Langford, "A Global Geometric Framework for Nonlinear Dimensionality Reduction," Science, vol. 290, pp. 2319-2323, Dec. 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
24
-
-
0016917031
-
Statistical estimation of the intrinsic dimensionality of a noisy signal collection
-
G.V. Trunk, "Statistical Estimation of the Intrinsic Dimensionality of a Noisy Signal Collection," IEEE Trans. Computers, vol. 25, no. 2, pp. 165-171, 1976.
-
(1976)
IEEE Trans. Computers
, vol.25
, Issue.2
, pp. 165-171
-
-
Trunk, G.V.1
-
25
-
-
0029208642
-
An evaluation of intrinsic dimensionality estimators
-
Jan
-
P.J. Verveer and R.P.W. Duin, "An Evaluation of Intrinsic Dimensionality Estimators," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, no. 1, pp. 81-86, Jan. 1995.
-
(1995)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.17
, Issue.1
, pp. 81-86
-
-
Verveer, P.J.1
Duin, R.P.W.2
-
26
-
-
0242665530
-
Non-linear dimensionality reduction techniques for classification and visualization
-
July
-
M. Vlachos, C. Domeniconi, D. Gunopulos, G. Kollios, and N. Koudas, "Non-Linear Dimensionality Reduction Techniques for Classification and Visualization," Proc. Eighth ACM KDD Conf. Knowledge Discovery and Data Mining, pp. 645-651, July 2002.
-
(2002)
Proc. Eighth ACM KDD Conf. Knowledge Discovery and Data Mining
, pp. 645-651
-
-
Vlachos, M.1
Domeniconi, C.2
Gunopulos, D.3
Kollios, G.4
Koudas, N.5
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