-
1
-
-
0042378381
-
Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
-
M. Belkin, P. Niyogi, "Laplacian Eigenmaps for Dimensionality Reduction and Data Representation," Neural Computation, vol. 15, no. 2, pp. 1373-1396, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.2
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
4
-
-
0037948870
-
Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data
-
D. Donoho and C. Grimes, "Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data," Proc. Natl Acad. Sci. USA, 2003.
-
(2003)
Proc. Natl Acad. Sci. USA
-
-
Donoho, D.1
Grimes, C.2
-
6
-
-
50449102077
-
Linear and Nonlinear Data Dimensionality Reduction,
-
MIT, April 2002
-
D. Gering, "Linear and Nonlinear Data Dimensionality Reduction," Area Exam Report, MIT, April 2002.
-
Area Exam Report
-
-
Gering, D.1
-
9
-
-
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," Phil. Mag., Ser. B, vol. 2, no. 11, pp. 559-572, 1901.
-
(1901)
Phil. Mag., Ser. B
, vol.2
, Issue.11
, pp. 559-572
-
-
Pearson, K.1
-
10
-
-
0034704222
-
Nonlinear Dimensionality Reduction by Locally Linear Embedding
-
Dec
-
S. Roweis, L. 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.1
Saul, L.2
-
11
-
-
2342517502
-
Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds
-
L. Saul, S. Roweis, "Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifolds," Journal of Machine Learning Research, vol. 4, pp. 119-155, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.1
Roweis, S.2
-
12
-
-
0034704229
-
A Global Geometric Framework for Nonlinear Dimensionality Reduction
-
Dec
-
J. Tenenbaum, V. de Silva, J. 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.1
de Silva, V.2
Langford, J.3
-
13
-
-
84950351930
-
Multidimensional scaling: I. Theory and method
-
W.S. Torgerson, "Multidimensional scaling: I. Theory and method," Psychometrika, vol. 17, pp. 401-419, 1952.
-
(1952)
Psychometrika
, vol.17
, pp. 401-419
-
-
Torgerson, W.S.1
-
14
-
-
0003895851
-
-
Fourth Edition, Springer, New York
-
W.N. Venables, B.D. Ripley, Modern Applied Statistics with S, Fourth Edition, Springer, New York, 2002.
-
(2002)
Modern Applied Statistics with S
-
-
Venables, W.N.1
Ripley, B.D.2
-
16
-
-
14544307975
-
Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment
-
Z. Zhang and H. Zha, "Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment," SIAM Journal on Scientific Computing, 26(1), 313-318, 2005.
-
(2005)
SIAM Journal on Scientific Computing
, vol.26
, Issue.1
, pp. 313-318
-
-
Zhang, Z.1
Zha, H.2
|