-
1
-
-
21844457672
-
Learning a Mahalanobis metric from equivalence constraints
-
A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall, "Learning a Mahalanobis metric from equivalence constraints," J. Mach. Learn. Res., vol. 6, pp. 937-965, 2005.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 937-965
-
-
Bar-Hillel, A.1
Hertz, T.2
Shental, N.3
Weinshall, D.4
-
2
-
-
2542567719
-
Semi-supervised clustering by seeding
-
S. Basu, A. Banerjee, and R. J. Mooney, "Semi-supervised clustering by seeding," in Proc. 19th Int. Conf. Mach. Learn., 2002, pp. 19-26.
-
(2002)
Proc. 19th Int. Conf. Mach. Learn.
, pp. 19-26
-
-
Basu, S.1
Banerjee, A.2
Mooney, R.J.3
-
3
-
-
0031185845
-
Eigenfaces vs. fisherfaces: Recognition using class specific linear projection
-
P. N. Belhumeur, J. Hespanda, and D. Kiregeman, "Eigenfaces vs. fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997. (Pubitemid 127762263)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.7
, pp. 711-720
-
-
Belhumeur, P.N.1
Hespanha, J.P.2
Kriegman, D.J.3
-
4
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
M. Belkin, P. Niyogi, and V. Sindhwani, "Manifold regularization: A geometric framework for learning from labeled and unlabeled examples," J. Mach. Learn. Res., vol. 7, pp. 2399-2434, 2006. (Pubitemid 44708005)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
5
-
-
18244405757
-
Leveraging social networks to fight spam
-
DOI 10.1109/MC.2005.132
-
P. O. Boykin and V. P. Roychowdhury, "Leveraging social networks to fight spam," Computer, vol. 38, no. 4, pp. 61-68, Apr. 2005. (Pubitemid 40625786)
-
(2005)
Computer
, vol.38
, Issue.4
, pp. 61-68
-
-
Boykin, P.O.1
Roychowdhury, V.P.2
-
6
-
-
9444279208
-
UCI repository of machine learning databases
-
Univ. California, Irvine, CA
-
E. K. C. Blake and C. J. Merz, "UCI repository of machine learning databases," Dept. Inf. Comput. Sci., Univ. California, Irvine, CA, 1998.
-
(1998)
Dept. Inf. Comput. Sci
-
-
Blake, E.K.C.1
Merz, C.J.2
-
7
-
-
33646719454
-
Subspace learning based on tensor analysis
-
Univ. Illinois Urbana-Champaign (UIUCDCS-R-2005-2572), Champaign, IL, Tech. Rep.
-
D. Cai, X. He, and J. Han, "Subspace learning based on tensor analysis," Dept. Comput. Sci., Univ. Illinois Urbana-Champaign (UIUCDCS-R-2005-2572), Champaign, IL, Tech. Rep. 2572, 2005.
-
(2005)
Dept. Comput. Sci
, vol.2572
-
-
Cai, D.1
He, X.2
Han, J.3
-
9
-
-
33750288047
-
Measuring constraint-set utility for partitional clustering algorithms
-
Knowledge Discovery in Databases: PKDD 2006 - 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Proceedings
-
I. Davidson, K. L.Wagstaff, and S. Basu, "Measuring constraint-set utility for partitional clustering algorithms," in Proc. 10th Eur. Conf. Principles Practice Knowl. Discovery Databases, 2006, pp. 115-126. (Pubitemid 44617717)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4213
, pp. 115-126
-
-
Davidson, I.1
Wagstaff, K.L.2
Basu, S.3
-
11
-
-
0021426632
-
An optimal global nearest neighbor metric
-
K. Fukunaga and T. Flick, "An optimal global nearest neighbor metric," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 3, pp. 314-318, May 1984. (Pubitemid 14563808)
-
(1984)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.PAMI-6
, Issue.3
, pp. 314-318
-
-
Fukunaga, K.1
Flick, T.E.2
-
12
-
-
0035363672
-
From few to many: Illumination cone models for face recognition under variable lighting and pose
-
DOI 10.1109/34.927464
-
A. S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, "From few to many: Illumination none models for face recognition under variable lighting and pose," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 6, pp. 643-660, Jun. 2001. (Pubitemid 32585276)
-
(2001)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.23
, Issue.6
, pp. 643-660
-
-
Georghiades, A.S.1
Belhumeur, P.N.2
Kriegman, D.J.3
-
13
-
-
13444263430
-
Manifold-ranking based image retrieval
-
ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia
-
J. He, M. Li, H.-J. Zhang, H. Tong, and C. Zhang, "Manifold ranking based image retrieval," in Proc. ACM Multimedia Conf., 2004, pp. 9-16. (Pubitemid 40211712)
-
(2004)
ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia
, pp. 9-16
-
-
He, J.1
Li, M.2
Zhang, H.-J.3
Tong, H.4
Zhang, C.5
-
14
-
-
13444283482
-
Learning an image manifold for retrieval
-
ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia
-
X. He, W.-Y. Ma, and H.-J. Zhang, "Learning an image manifold for retrieval," in Proc. ACM Multimedia Conf., 2004, pp. 17-23. (Pubitemid 40211713)
-
(2004)
ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia
, pp. 17-23
-
-
He, X.1
Ma, W.-Y.2
Zhang, H.-J.3
-
18
-
-
0034144761
-
n) approximation of higher-order tensors
-
DOI 10.1137/S0895479898346995
-
n) approximation of higher-order tensors," SIAM J. Matrix Anal. Appl., vol. 21, no. 4, pp. 1324-1342, 2000. (Pubitemid 33217072)
-
(2000)
SIAM Journal on Matrix Analysis and Applications
, vol.21
, Issue.4
, pp. 1324-1342
-
-
De Lathauwer, L.1
De Moor, B.2
Vandewalle, J.3
-
19
-
-
77952581585
-
Joint learning of labels and distance metric
-
Jun.
-
B. Liu, M. Wang, R. Hong, Z. Zha, and X.-S. Hua, "Joint learning of labels and distance metric," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 3, pp. 973-978, Jun. 2010.
-
(2010)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.40
, Issue.3
, pp. 973-978
-
-
Liu, B.1
Wang, M.2
Hong, R.3
Zha, Z.4
Hua, X.-S.5
-
20
-
-
77956207894
-
Semi-supervised sparse metric learning using alternating linearization optimization
-
W. Liu, S. Ma, D. Tao, J. Liu, and P. Liu, "Semi-supervised sparse metric learning using alternating linearization optimization," in Proc. 16th ACM SIGKDD Int. Conf. Knowl. Discovery Data Mining (KDD), 2010, pp. 1139-1148.
-
Proc. 16th ACM SIGKDD Int. Conf. Knowl. Discovery Data Mining (KDD)
, vol.2010
, pp. 1139-1148
-
-
Liu, W.1
Ma, S.2
Tao, D.3
Liu, J.4
Liu, P.5
-
21
-
-
77958567830
-
Constrained metric learning via distance gap maximization
-
W. Liu, X. Tian, D. Tao, and J. Liu, "Constrained metric learning via distance gap maximization," in Proc. Nat. Conf. Artif. Intell. (AAAI), 2010, pp. 518-524.
-
Proc. Nat. Conf. Artif. Intell. (AAAI)
, vol.2010
, pp. 518-524
-
-
Liu, W.1
Tian, X.2
Tao, D.3
Liu, J.4
-
23
-
-
0034704189
-
The manifold ways of perception
-
DOI 10.1126/science.290.5500.2268
-
H. S. Seung and D. D. Lee, "The manifold ways of perception," Science, vol. 290, no. 5500, pp. 2268-2269, Dec. 2000. (Pubitemid 32041555)
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2268-2269
-
-
Seung, H.S.1
Lee, D.D.2
-
24
-
-
60949083470
-
A discriminative method for semi-automated tumorous tissues segmentation of MR brain images
-
Y. Song, C. Zhang, J. Lee, and F. Wang, "A discriminative method for semi-automated tumorous tissues segmentation of MR brain images," in Proc. IEEE Comput. Soc. Workshop Math. Methods Biomed. Image Anal., 2006, p. 79.
-
(2006)
Proc. IEEE Comput. Soc. Workshop Math. Methods Biomed. Image Anal.
, pp. 79
-
-
Song, Y.1
Zhang, C.2
Lee, J.3
Wang, F.4
-
25
-
-
64049112584
-
Correlative linear neighborhood propagation for video annotation
-
Apr.
-
J. Tang, X.-S. Hua, M. Wang, Z. Gu, G.-J. Qi, and X. Wu, "Correlative linear neighborhood propagation for video annotation," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 2, pp. 409-416, Apr. 2009.
-
(2009)
IEEE Trans. Syst., Man, Cybern. B, Cybern.
, vol.39
, Issue.2
, pp. 409-416
-
-
Tang, J.1
Hua, X.-S.2
Wang, M.3
Gu, Z.4
Qi, G.-J.5
Wu, X.6
-
26
-
-
36148990993
-
Supervised tensor learning
-
Sep.
-
D. Tao, X. Li, X. Wu, W. Hu, and S. J. Maybank, "Supervised tensor learning," Knowl. Inf. Syst., vol. 13, no. 1, pp. 1-42, Sep. 2007.
-
(2007)
Knowl. Inf. Syst.
, vol.13
, Issue.1
, pp. 1-42
-
-
Tao, D.1
Li, X.2
Wu, X.3
Hu, W.4
Maybank, S.J.5
-
27
-
-
36048992886
-
General tensor discriminant analysis and Gabor features for gait recognition
-
Oct.
-
D. Tao, X. Li, X. Wu, and S. J. Maybank, "General tensor discriminant analysis and Gabor features for gait recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 10, pp. 1700-1715, Oct. 2007.
-
(2007)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.29
, Issue.10
, pp. 1700-1715
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
28
-
-
0026065565
-
Eigenfaces for recognition
-
M. A. Turk and A. P. Pentland, "Eigenfaces for recognition," J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-96, 1991.
-
(1991)
J. Cogn. Neurosci.
, vol.3
, Issue.1
, pp. 71-96
-
-
Turk, M.A.1
Pentland, A.P.2
-
29
-
-
0042377235
-
Constrained k-means clustering with background knowledge
-
K.Wagstaff, C. Cardie, S. Rogers, and S. Schroedl, "Constrained k-means clustering with background knowledge," in Proc. 18th Int. Conf. Mach. Learn., 2001, pp. 577-584.
-
(2001)
Proc. 18th Int. Conf. Mach. Learn.
, pp. 577-584
-
-
Wagstaff, K.1
Cardie, C.2
Rogers, S.3
Schroedl, S.4
-
30
-
-
70349246930
-
Semi-supervised metric learning by maximizing constraint margin
-
F. Wang, S. Chen, T. Li, and C. Zhang, "Semi-supervised metric learning by maximizing constraint margin," in Proc. ACM 17th Conf. Inf. Knowl. Manage., 2008, pp. 1457-1458.
-
(2008)
Proc. ACM 17th Conf. Inf. Knowl. Manage.
, pp. 1457-1458
-
-
Wang, F.1
Chen, S.2
Li, T.3
Zhang, C.4
-
31
-
-
35148826924
-
Feature extraction by maximizing the average neighborhood margin
-
F. Wang and C. Zhang, "Feature extraction by maximizing the average neighborhood margin," in Proc. IEEE Comput. Soc. Conf. CVPR, 2007, pp. 1-8.
-
(2007)
Proc. IEEE Comput. Soc. Conf. CVPR
, pp. 1-8
-
-
Wang, F.1
Zhang, C.2
-
32
-
-
33646061690
-
Out-of-core tensor approximation of multi-dimensional matrices of visual data
-
Jul.
-
H. Wang, Q. Wu, L. Shi, Y. Yu, and N. Ahuja, "Out-of-core tensor approximation of multi-dimensional matrices of visual data," ACM Trans. Graph., vol. 24, no. 3, pp. 527-535, Jul. 2005.
-
(2005)
ACM Trans. Graph.
, vol.24
, Issue.3
, pp. 527-535
-
-
Wang, H.1
Wu, Q.2
Shi, L.3
Yu, Y.4
Ahuja, N.5
-
33
-
-
33749257955
-
Distance metric learning for large margin nearest neighbor classification
-
K. Q. Weinberger, J. Blitzer, and L. K. Saul, "Distance metric learning for large margin nearest neighbor classification," in Proc. Adv. Neural Inf. Process. Syst., 2006, pp. 1473-1480.
-
(2006)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 1473-1480
-
-
Weinberger, K.Q.1
Blitzer, J.2
Saul, L.K.3
-
34
-
-
33750743381
-
An introduction to nonlinear dimensionality reduction by maximum variance unfolding
-
Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
-
K. Q. Weinberger and L. K. Saul, "An introduction to nonlinear dimensionality reduction by maximum variance unfolding," in Proc. Nat. Conf. Artif. Intell., 2006, pp. 1683-1686. (Pubitemid 44705525)
-
(2006)
Proceedings of the National Conference on Artificial Intelligence
, vol.2
, pp. 1683-1686
-
-
Weinberger, K.Q.1
Saul, L.K.2
-
35
-
-
85133386144
-
Distance metric learning with application to clustering with side-information
-
E. P. Xing, A. Y. Ng, M. I. Jordan, and S. Russell, "Distance metric learning with application to clustering with side-information," in Proc. Adv. Neural Inf. Process. Syst., 2002, vol. 15, pp. 505-512.
-
(2002)
Proc. Adv. Neural Inf. Process. Syst.
, vol.15
, pp. 505-512
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
-
36
-
-
35148876898
-
Distance metric learning: A comprehensive survey
-
Michigan State Univ., East Lansing, MI
-
L. Yang, "Distance metric learning: A comprehensive survey," Dept. Comput. Sci. Eng., Michigan State Univ., East Lansing, MI, 2006.
-
(2006)
Dept. Comput. Sci. Eng
-
-
Yang, L.1
-
37
-
-
84905388890
-
Kernel eigenfaces vs. kernel fisherfaces: Face recognition using kernel methods
-
M. H. Yang, "Kernel eigenfaces vs. kernel fisherfaces: Face recognition using kernel methods," in Proc. 5th IEEE Int. Conf. Autom. Face Gesture Recog., 2002, pp. 215-220.
-
(2002)
Proc. 5th IEEE Int. Conf. Autom. Face Gesture Recog.
, pp. 215-220
-
-
Yang, M.H.1
-
38
-
-
33746804077
-
Bidirectional PCA with assembled matrix distance metric for image recognition
-
DOI 10.1109/TSMCB.2006.872274
-
W. Zuo, D. Zhang, and K. Wang, "Bidirectional PCA with assembled matrix distance metric for image recognition," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 4, pp. 863-872, Aug. 2006. (Pubitemid 44178155)
-
(2006)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.36
, Issue.4
, pp. 863-872
-
-
Zuo, W.1
Zhang, D.2
Wang, K.3
|