-
1
-
-
33749252873
-
-
MIT Press, Cambridge
-
Chapelle, O., Schölkopf, B., Zien, A., eds. Semi-Supervised Learning. MIT Press, Cambridge, 2006.
-
(2006)
Semi-Supervised Learning
-
-
Chapelle, O.1
Schölkopf, B.2
Zien, A.3
-
2
-
-
77952423823
-
Semi-supervised local Fisher discriminant analysis for dimensionality reduction
-
Sugiyama, M., Idé, T., Nakajima, S., Sese, J. Semi-supervised local Fisher discriminant analysis for dimensionality reduction. Machine Learning, 2010, 78(1-2):35-61.
-
(2010)
Machine Learning
, vol.78
, Issue.1-2
, pp. 35-61
-
-
Sugiyama, M.1
Idé, T.2
Nakajima, S.3
Sese, J.4
-
3
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
Belkin, M., Niyogi, P. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 2003, 15(6):1373-1396.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
4
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
Hinton, G. E., Salakhutdinov R. R. Reducing the dimensionality of data with neural networks. Science, 2006, 313(5786):504-507.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
5
-
-
0035248924
-
PCA versus LDA
-
Martinez, A. M., Kak, A. C. PCA versus LDA. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2001, 23(2):228-233.
-
(2001)
IEEE Trans. on Pattern Analysis and Machine Intelligence
, vol.23
, Issue.2
, pp. 228-233
-
-
Martinez, A.M.1
Kak, A.C.2
-
6
-
-
33144458972
-
Efficient and robust feature extraction by maximum margin criterion
-
Li, H., Jiang, T., and Zhang, K. Efficient and Robust Feature Extraction by Maximum Margin Criterion. IEEE Trans. on Neural Networks, 2006, 17(1):157-165.
-
(2006)
IEEE Trans. on Neural Networks
, vol.17
, Issue.1
, pp. 157-165
-
-
Li, H.1
Jiang, T.2
Zhang, K.3
-
7
-
-
15044358511
-
Face recognition using laplacianfaces
-
He, X., Yan, S., Hu, Y., Niyogi, P., Zhang, H. Face Recognition Using Laplacianfaces. IEEE Trans. on Patten Analysis and Machine Intelligence, 2005, 27(3):228-340.
-
(2005)
IEEE Trans. on Patten Analysis and Machine Intelligence
, vol.27
, Issue.3
, pp. 228-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.5
-
9
-
-
49049111209
-
Semi-supervised discriminant analysis
-
Rio de Janeiro, Brazil
-
Cai, D., He, X. F., Han, J. Semi-supervised discriminant analysis. In: Proceedings of ICCV 2007, Rio de Janeiro, Brazil, pp.1-7.
-
Proceedings of ICCV 2007
, pp. 1-7
-
-
Cai, D.1
He, X.F.2
Han, J.3
-
10
-
-
44649132677
-
A unified framework for semi-supervised dimensionality reduction
-
Song, Y. Q., Nie, F. P. Zhang, C. S., Xiang, S. M. A unified framework for semi-supervised dimensionality reduction. Pattern Recognition, 2008, 41(9):2789-2799.
-
(2008)
Pattern Recognition
, vol.41
, Issue.9
, pp. 2789-2799
-
-
Song, Y.Q.1
Nie, F.P.2
Zhang, C.S.3
Xiang, S.M.4
-
11
-
-
0001576029
-
Characterizing virtual eigensignatures for general purpose face recognition
-
volume 163 of NATO ASI Series F, Computer and Systems Sciences
-
Graham, D. B., Allinson, N. M. Characterizing virtual eigensignatures for general purpose face recognition. Face Recognition: from Theory to Applications, volume 163 of NATO ASI Series F, Computer and Systems Sciences, 1998, pp.446-456.
-
(1998)
Face Recognition: From Theory to Applications
, pp. 446-456
-
-
Graham, D.B.1
Allinson, N.M.2
-
12
-
-
77949265725
-
Semi-supervised metric learning using pairwise constraints
-
Baghshah, M. S., Shouraki, S. B. Semi-Supervised Metric Learning Using Pairwise Constraints. In: IJCAI 2009, pp.1217-1222.
-
IJCAI 2009
, pp. 1217-1222
-
-
Baghshah, M.S.1
Shouraki, S.B.2
-
13
-
-
38349093039
-
Constraint score: A new filter method for feature selection with pairwise constraints
-
Zhang, D. Q., Chen, S. C., Zhou, Z. H. Constraint score: A new filter method for feature selection with pairwise constraints. Pattern Recognition, 2008, 41(5):1440-1451.
-
(2008)
Pattern Recognition
, vol.41
, Issue.5
, pp. 1440-1451
-
-
Zhang, D.Q.1
Chen, S.C.2
Zhou, Z.H.3
-
14
-
-
76749107911
-
Bagging Constraint Score for feature selection with pairwise constraints
-
Sun, D., Zhang, D. Q. Bagging Constraint Score for feature selection with pairwise constraints. Pattern Recognition, 2010, 43:2106-2118.
-
(2010)
Pattern Recognition
, vol.43
, pp. 2106-2118
-
-
Sun, D.1
Zhang, D.Q.2
-
15
-
-
84879571292
-
Distance metric learning with application to clustering with side-information
-
MIT Press, Cambridge, MA
-
Xing, E.P. Ng, A.Y., Jordan, M.I., Russell, S. Distance metric learning with application to clustering with side-information. In: Proceedings of NIPS 15, MIT Press, Cambridge, MA, 2003, pp.505-512.
-
(2003)
Proceedings of NIPS
, vol.15
, pp. 505-512
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
-
17
-
-
67349282310
-
Trace ratio problem revisited
-
Jia, Y., Nie, F., Zhang, C. Trace ratio problem revisited. IEEE Trans. Neural Network, 2009, 20(4): 729-735.
-
(2009)
IEEE Trans. Neural Network
, vol.20
, Issue.4
, pp. 729-735
-
-
Jia, Y.1
Nie, F.2
Zhang, C.3
-
18
-
-
80054748404
-
ITR-Score algorithm: An efficient Trace ratio criterion based algorithm for supervised dimensionality reduction
-
San Jose, CA
-
Zhao, M. B., Zhang, Z., Chow, W. S. T. ITR-Score algorithm: An efficient Trace ratio criterion based algorithm for supervised dimensionality reduction. In: IJCNN 2011, San Jose, CA, pp.145-152.
-
(2011)
IJCNN
, pp. 145-152
-
-
Zhao, M.B.1
Zhang, Z.2
Chow, W.S.T.3
-
19
-
-
0034300875
-
A new LDA-based face recognition system which can solve the small sample size problem
-
Chen, L., Liao, H., Ko, M., Lin, J., Yu, G. A new LDA-based face recognition system which can solve the small sample size problem. Pattern Recognition, 2000, 33(10):1713-1726.
-
(2000)
Pattern Recognition
, vol.33
, Issue.10
, pp. 1713-1726
-
-
Chen, L.1
Liao, H.2
Ko, M.3
Lin, J.4
Yu, G.5
-
20
-
-
35148833127
-
Integrating global and local structures: A least squares framework for dimensionality reduction
-
Chen, J., Ye, J., Li, Q. Integrating global and local structures: a least squares framework for dimensionality reduction. In: CVPR 2007.
-
(2007)
CVPR
-
-
Chen, J.1
Ye, J.2
Li, Q.3
-
21
-
-
34249086815
-
Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
-
Sugiyama, M. Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis. Journal of Machine Learning Research, 2007, 8:1027-1061.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 1027-1061
-
-
Sugiyama, M.1
-
22
-
-
0003554146
-
-
The MathWorks Inc.
-
MATLAB, User's Guide, The MathWorks, Inc., 1994-2001, http://www.mathworks.com.
-
(1994)
MATLAB User's Guide
-
-
-
23
-
-
14644420142
-
Face recognition based multi-class mapping of Fisher scores
-
Chen, L., Man, H., Nefian, A. V. Face recognition based multi-class mapping of Fisher scores. Pattern Recognition, 2005, 38:799-811.
-
(2005)
Pattern Recognition
, vol.38
, pp. 799-811
-
-
Chen, L.1
Man, H.2
Nefian, A.V.3
|