-
1
-
-
84880203756
-
Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering
-
M. Belkin and P. Niyogi, "Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering," Advances in Neural Information Processing System, vol. 14, pp. 585-591, 2002.
-
(2002)
Advances in Neural Information Processing System
, vol.14
, pp. 585-591
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
30344483178
-
Document Clustering Using Locality Preserving Indexing
-
D. Cai, X. He and J, Han, "Document Clustering Using Locality Preserving Indexing," IEEE Trans. Knowledge and Data Engineering, vol. 17, no. 12, pp. 1624-1637, 2005.
-
(2005)
IEEE Trans. Knowledge and Data Engineering
, vol.17
, Issue.12
, pp. 1624-1637
-
-
Cai, D.1
He, X.2
Han, J.3
-
3
-
-
0037948870
-
Hessian Eigenmaps: New Locally Linear Embedding Techniques for High-dimensional Data
-
D.L. Donoho and C. Grimes, "Hessian Eigenmaps: New Locally Linear Embedding Techniques for High-dimensional Data," Proceedings of the National Academy of Sciences, vol. 100, no. 10, pp. 5591-5596, 2003.
-
(2003)
Proceedings of the National Academy of Sciences
, vol.100
, Issue.10
, pp. 5591-5596
-
-
Donoho, D.L.1
Grimes, C.2
-
4
-
-
0003922190
-
-
2nd ed, Wiley
-
R. Duda, P. Hart, and D. Stork, Pattern Classification, 2nd ed., Wiley, 2000.
-
(2000)
Pattern Classification
-
-
Duda, R.1
Hart, P.2
Stork, D.3
-
5
-
-
0000764772
-
The Use of Multiple Measurements in Taxonomie Problems
-
R.A. Fisher, "The Use of Multiple Measurements in Taxonomie Problems," Annals of Eugenics, vol. 7, pp. 179-188, 1936.
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
7
-
-
33745881038
-
Neighborhood Preserving Embedding
-
X. He, D. Cai, S. Yan, and H. Zhang, "Neighborhood Preserving Embedding," Proc. IEEE Int'l Conf. Computer Vision, pp. 1208-1213, 2005.
-
(2005)
Proc. IEEE Int'l Conf. Computer Vision
, pp. 1208-1213
-
-
He, X.1
Cai, D.2
Yan, S.3
Zhang, H.4
-
9
-
-
58149421595
-
Analysis of A Complex of Statistical Variables into Principal Components
-
H. Hotelling, "Analysis of A Complex of Statistical Variables into Principal Components," Journal of Educational Psychology, vol. 24, pp.417-441, 1933.
-
(1933)
Journal of Educational Psychology
, vol.24
, pp. 417-441
-
-
Hotelling, H.1
-
10
-
-
36248950635
-
Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique
-
E. Kokiopoulou and Y. Saad, "Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 12, pp. 2143-2156, 2007.
-
(2007)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.29
, Issue.12
, pp. 2143-2156
-
-
Kokiopoulou, E.1
Saad, Y.2
-
11
-
-
3042541904
-
Robust Linear Dimensionality Reduction
-
Y. Koren and L. Carmel, "Robust Linear Dimensionality Reduction," IEEE Trans. Visualization and Computer Graphics, vol. 10, no. 4, pp. 459-470, 2004.
-
(2004)
IEEE Trans. Visualization and Computer Graphics
, vol.10
, Issue.4
, pp. 459-470
-
-
Koren, Y.1
Carmel, L.2
-
13
-
-
0034704222
-
Nonlinear Dimensionality Reduction by Locally Linear Embedding
-
S.T. Roweis and L.K. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
14
-
-
2342517502
-
Think Globally, Fit. Locally: Unsupervised Learning of Low Dimensional Manifold
-
L.K. Saul and S.T. Roweis, "Think Globally, Fit. Locally: Unsupervised Learning of Low Dimensional Manifold," Journal of Machine Learning Research, vol. 4, pp.119-155, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
15
-
-
56349111454
-
-
L.K. Saul, K.Q. Weinberger, J.H. Ham, F. Sha, and D.D. Lee, Spectral Methods for Dimensionality Reduction, To appear in Semisupervised Learning, O. Chapelle, B. Schoelkopf, and A. Zien, eds. MIT Press, 2006.
-
L.K. Saul, K.Q. Weinberger, J.H. Ham, F. Sha, and D.D. Lee, "Spectral Methods for Dimensionality Reduction," To appear in Semisupervised Learning, O. Chapelle, B. Schoelkopf, and A. Zien, eds. MIT Press, 2006.
-
-
-
-
16
-
-
56349154945
-
-
G. Shakhnarovich and B. Moghaddam, Face Recognition, in Subspaces, Handbook of Face Recognition, Stan Z. Li and Anil. K. Jain, Eds. Springer-Verlag, 2004.
-
G. Shakhnarovich and B. Moghaddam, "Face Recognition, in Subspaces," Handbook of Face Recognition, Stan Z. Li and Anil. K. Jain, Eds. Springer-Verlag, 2004.
-
-
-
-
17
-
-
36048992886
-
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
-
D. Tao, X. Li, X. Wu, and S.J. Maybank, "General Tensor Discriminant Analysis and Gabor Features for Gait Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 10, pp. 1700-1715, 2007.
-
(2007)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.29
, Issue.10
, pp. 1700-1715
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
18
-
-
33746586210
-
Kernel Direct Biased Discriminant Analysis: A New Content-based Image Retrieval Relevance Feedback Algorithm
-
August
-
D. Tao, X. Tang, X. Li, and Y. Rui, "Kernel Direct Biased Discriminant Analysis: A New Content-based Image Retrieval Relevance Feedback Algorithm," IEEE Trans. Multimedia, vol. 8, no. 4, pp. 716-727, August, 2006.
-
(2006)
IEEE Trans. Multimedia
, vol.8
, Issue.4
, pp. 716-727
-
-
Tao, D.1
Tang, X.2
Li, X.3
Rui, Y.4
-
19
-
-
36148990993
-
Supervised Tensor Learning
-
D. Tao, X. Li, W. Hu, S.J. Maybank, and X. Wu, "Supervised Tensor Learning," Knowledge and Information Systems, vol. 13, no. 1, pp. 1-42, 2007.
-
(2007)
Knowledge and Information Systems
, vol.13
, Issue.1
, pp. 1-42
-
-
Tao, D.1
Li, X.2
Hu, W.3
Maybank, S.J.4
Wu, X.5
-
20
-
-
49749088899
-
General Averaged Divergences Analysis
-
D. Tao, X. Li, X. Wu, and S.J. Maybank, "General Averaged Divergences Analysis," Proc. IEEE Int'l Conf. Data Mining, pp. 302-311, 2007.
-
(2007)
Proc. IEEE Int'l Conf. Data Mining
, pp. 302-311
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
21
-
-
0034704229
-
A Global. Geometric Framework for Nonlinear Dimensionality Reduction
-
J. Tenenbaum, V. Silva, and J. Langford, "A Global. Geometric Framework for Nonlinear Dimensionality Reduction," Science, vol. 290, pp. 2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.1
Silva, V.2
Langford, J.3
-
22
-
-
33746828214
-
Formulating LLE using Alignment Technique
-
D. Zhao, "Formulating LLE using Alignment Technique," Pattern Recognition, vol. 39, no.11, pp. 2233-2235, 2006.
-
(2006)
Pattern Recognition
, vol.39
, Issue.11
, pp. 2233-2235
-
-
Zhao, D.1
-
24
-
-
14544307975
-
Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment
-
Z. Zhang and H. Zha, "Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment," SIAM J. Scientific Computing, vol. 26, no. 1, pp. 313-338, 2005.
-
(2005)
SIAM J. Scientific Computing
, vol.26
, Issue.1
, pp. 313-338
-
-
Zhang, Z.1
Zha, H.2
-
25
-
-
33847374231
-
Linear Local. Tangent Space Alignment and Application to Face Recognition
-
T. Zhang, J. Yang, D. Zhao, and X. Ge, "Linear Local. Tangent Space Alignment and Application to Face Recognition," Neurocomputing, vol. 70, pp. 1547-1553, 2007.
-
(2007)
Neurocomputing
, vol.70
, pp. 1547-1553
-
-
Zhang, T.1
Yang, J.2
Zhao, D.3
Ge, X.4
-
26
-
-
47749121391
-
Local. Coordinates Alignment (LCA): A Novel Manifold Learning Approach
-
In Press
-
T. Zhang, X. Li, D. Tao, and J. Yang, "Local. Coordinates Alignment (LCA): A Novel Manifold Learning Approach," International Journal of Pattern Recognition and Artificial Intelligence, In Press, 2008.
-
(2008)
International Journal of Pattern Recognition and Artificial Intelligence
-
-
Zhang, T.1
Li, X.2
Tao, D.3
Yang, J.4
-
27
-
-
34548022642
-
Maximum Variance Projections for Face Recognition
-
T. Zhang, J. Yang, H. Wang, C. Du, and D. Zhao, "Maximum Variance Projections for Face Recognition," Optical Engineering, vol. 46, no. 6, 067206, 2007.
-
(2007)
Optical Engineering
, vol.46
, Issue.6
, pp. 067206
-
-
Zhang, T.1
Yang, J.2
Wang, H.3
Du, C.4
Zhao, D.5
-
28
-
-
35448987727
-
Multimodal Biometrics using Geometry Preserving Projections
-
March
-
T. Zhang, X. Li, D. Tao, and J. Yang, "Multimodal Biometrics using Geometry Preserving Projections," Pattern Recognition, vol. 41, no. 3, pp. 805-813, March 2008.
-
(2008)
Pattern Recognition
, vol.41
, Issue.3
, pp. 805-813
-
-
Zhang, T.1
Li, X.2
Tao, D.3
Yang, J.4
|