-
1
-
-
33746094644
-
On the performance of chernoff-distance-based linear dimensionality reduction techniques
-
M. L. Ali, L. Rueda, and M. Herrera. On the performance of chernoff-distance-based linear dimensionality reduction techniques. In Advances in Artificial Intelligence, pages 467-478. 2006.
-
(2006)
Advances in Artificial Intelligence
, pp. 467-478
-
-
Ali, M.L.1
Rueda, L.2
Herrera, M.3
-
2
-
-
84886567160
-
-
University of California, Irvine, School of Information and Computer Sciences
-
K. Bache and M. Lichman. UCI Machine Learning Repository. http://archive. ics. uci. edu/ml, University of California, Irvine, School of Information and Computer Sciences, 2013.
-
(2013)
UCI Machine Learning Repository
-
-
Bache, K.1
Lichman, M.2
-
3
-
-
79953054794
-
Max-min distance analysis by using sequential sdp relaxation for dimension reduction
-
W. Bian and D. Tao. Max-min distance analysis by using sequential sdp relaxation for dimension reduction. PAMI, 33(5):1037-1050, 2011.
-
(2011)
PAMI
, vol.33
, Issue.5
, pp. 1037-1050
-
-
Bian, W.1
Tao, D.2
-
5
-
-
33750378734
-
Orthogonal laplacianfaces for face recognition
-
D. Cai, X. He, J. Han, and H.-J. Zhang. Orthogonal laplacianfaces for face recognition. TIP, 15(11):3608-3614, 2006.
-
(2006)
TIP
, vol.15
, Issue.11
, pp. 3608-3614
-
-
Cai, D.1
He, X.2
Han, J.3
Zhang, H.-J.4
-
6
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R. Fisher. The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7:179-188, 1936.
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.1
-
7
-
-
42449085399
-
Bayes optimality in linear discriminant analysis
-
O. Hamsici and A. Martinez. Bayes optimality in linear discriminant analysis. PAMI, 30(4):647-657, 2008.
-
(2008)
PAMI
, vol.30
, Issue.4
, pp. 647-657
-
-
Hamsici, O.1
Martinez, A.2
-
8
-
-
15044358511
-
Graph embedding and extensions: A general framework for dimensionality reduction
-
X. He, S. Yan, Y. Hu, P. Niyogi, and H.-J. Zhang. Graph embedding and extensions: A general framework for dimensionality reduction. PAMI, 27(3):328-340, 2005.
-
(2005)
PAMI
, vol.27
, Issue.3
, pp. 328-340
-
-
He, X.1
Yan, S.2
Hu, Y.3
Niyogi, P.4
Zhang, H.-J.5
-
9
-
-
34948860604
-
Face recognition using discriminatively trained orthogonal rank one tensor projections
-
G. Hua, P. A. Viola, and S. M. Drucker. Face recognition using discriminatively trained orthogonal rank one tensor projections. In CVPR, 2007.
-
(2007)
CVPR
-
-
Hua, G.1
Viola, P.A.2
Drucker, S.M.3
-
10
-
-
84882899597
-
On the optimal class representation in linear discriminant analysis
-
A. Iosifidis, A. Tefas, and I. Pitas. On the optimal class representation in linear discriminant analysis. IEEE Trans. Neural Networks and Learning Systems, 24(9):1491-1497, 2013.
-
(2013)
IEEE Trans. Neural Networks and Learning Systems
, vol.24
, Issue.9
, pp. 1491-1497
-
-
Iosifidis, A.1
Tefas, A.2
Pitas, I.3
-
11
-
-
0032289099
-
Heteroscedastic discriminant analysis and reduced rank hmms for improved speech recognition
-
N. Kumar and A. G. Andreou. Heteroscedastic discriminant analysis and reduced rank hmms for improved speech recognition. Speech communication, 26(4):283-297, 1998.
-
(1998)
Speech Communication
, vol.26
, Issue.4
, pp. 283-297
-
-
Kumar, N.1
Andreou, A.G.2
-
12
-
-
3042673775
-
Linear dimensionality reduction via a heteroscedastic extension of lda: The chernoff criterion
-
M. Loog and R. Duin. Linear dimensionality reduction via a heteroscedastic extension of lda: The chernoff criterion. PAMI, 26(6):732-739, 2004.
-
(2004)
PAMI
, vol.26
, Issue.6
, pp. 732-739
-
-
Loog, M.1
Duin, R.2
-
13
-
-
0035393361
-
Multiclass linear dimension reduction by weighted pairwise fisher criteria
-
M. Loog, R. P. W. Duin, and R. Haeb-Umbach. Multiclass linear dimension reduction by weighted pairwise fisher criteria. PAMI, 23(7):762-766, 2001.
-
(2001)
PAMI
, vol.23
, Issue.7
, pp. 762-766
-
-
Loog, M.1
Duin, R.P.W.2
Haeb-Umbach, R.3
-
16
-
-
0001565436
-
The utilization of multiple measurements in problems of biological classification
-
C. Rao. The utilization of multiple measurements in problems of biological classification. J. Royal Statistical Soc. , Series B, 10:159-203, 1948.
-
(1948)
J. Royal Statistical Soc. , Series B
, vol.10
, pp. 159-203
-
-
Rao, C.1
-
17
-
-
45849107211
-
Linear dimensionality reduction by maximizing the chernoff distance in the transformed space
-
L. Rueda and M. Herrera. Linear dimensionality reduction by maximizing the chernoff distance in the transformed space. PR, 41(10):3138-3152, 2008.
-
(2008)
PR
, vol.41
, Issue.10
, pp. 3138-3152
-
-
Rueda, L.1
Herrera, M.2
-
18
-
-
49449103684
-
Supervised dimensionality reduction via sequential semidefinite programming
-
C. Shen, H. Li, and M. Brooks. Supervised dimensionality reduction via sequential semidefinite programming. PR, 41(12):3644-3652, 2008.
-
(2008)
PR
, vol.41
, Issue.12
, pp. 3644-3652
-
-
Shen, C.1
Li, H.2
Brooks, M.3
-
19
-
-
84898829918
-
Linear sequence discriminant analysis: A model-based dimensionality reduction method for vector sequences
-
B. Su and X. Ding. Linear sequence discriminant analysis: A model-based dimensionality reduction method for vector sequences. In ICCV, 2013.
-
(2013)
ICCV
-
-
Su, B.1
Ding, X.2
-
20
-
-
34249086815
-
Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
-
M. Sugiyama. Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis. JMLR, 8:1027-1061, 2007.
-
(2007)
JMLR
, vol.8
, pp. 1027-1061
-
-
Sugiyama, M.1
-
21
-
-
0033295027
-
Sdpt3 - a matlab software package for semidefinite programming
-
K. Toh, M. Todd, and R. Tutuncu. Sdpt3 - a matlab software package for semidefinite programming. Optimization Methods and Software, 11:545-581, 1999.
-
(1999)
Optimization Methods and Software
, vol.11
, pp. 545-581
-
-
Toh, K.1
Todd, M.2
Tutuncu, R.3
-
22
-
-
3142743708
-
Solving semidefinitequadratic-linear programs using sdpt3
-
R. Tutuncu, K. Toh, and M. Todd. Solving semidefinitequadratic-linear programs using sdpt3. Mathematical Programming Ser. B, 95:189-217, 2003.
-
(2003)
Mathematical Programming Ser. B
, vol.95
, pp. 189-217
-
-
Tutuncu, R.1
Toh, K.2
Todd, M.3
-
23
-
-
1842705510
-
-
Y. Univ. Yale face database. http://cvc. yale. edu/projects/yalefaces/yalefaces. html, 2002.
-
(2002)
Yale Face Database
-
-
Univ, Y.1
-
24
-
-
0037410685
-
Facial expression recognition: A clustering-based approach
-
X. wen Chen and T. Huang. Facial expression recognition: A clustering-based approach. PRL, 24(9):1295-1302, 2003.
-
(2003)
PRL
, vol.24
, Issue.9
, pp. 1295-1302
-
-
Wen Chen, X.1
Huang, T.2
-
25
-
-
33947194180
-
Graph embedding and extensions: A general framework for dimensionality reduction
-
S. Yan, D. Xu, B. Zhang, H.-J. Zhang, Q. Yang, and S. Lin. Graph embedding and extensions: A general framework for dimensionality reduction. PAMI, 29(1):40-51, 2007.
-
(2007)
PAMI
, vol.29
, Issue.1
, pp. 40-51
-
-
Yan, S.1
Xu, D.2
Zhang, B.3
Zhang, H.-J.4
Yang, Q.5
Lin, S.6
-
26
-
-
78649330602
-
Distance metric learning by minimal distance maximization
-
Y. Yu, J. Jiang, and L. Zhang. Distance metric learning by minimal distance maximization. PR, 44(3):639-649, 2011.
-
(2011)
PR
, vol.44
, Issue.3
, pp. 639-649
-
-
Yu, Y.1
Jiang, J.2
Zhang, L.3
-
27
-
-
67349241516
-
Tensor linear laplacian discrimination (tlld) for feature extraction
-
W. Zhang, Z. Lin, and X. Tang. Tensor linear laplacian discrimination (tlld) for feature extraction. PR, 42(9):1941-1948, 2009.
-
(2009)
PR
, vol.42
, Issue.9
, pp. 1941-1948
-
-
Zhang, W.1
Lin, Z.2
Tang, X.3
-
28
-
-
84876699815
-
Evaluation of weighted fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition
-
X.-Y. Zhang and C.-L. Liu. Evaluation of weighted fisher criteria for large category dimensionality reduction in application to chinese handwriting recognition. PR, 46(9):2599-2611, 2013.
-
(2013)
PR
, vol.46
, Issue.9
, pp. 2599-2611
-
-
Zhang, X.-Y.1
Liu, C.-L.2
-
29
-
-
85162035389
-
Worst-case linear discriminant analysis
-
Y. Zhang and D.-Y. Yeung. Worst-case linear discriminant analysis. In NIPS, 2010.
-
(2010)
NIPS
-
-
Zhang, Y.1
Yeung, D.-Y.2
-
30
-
-
33748159278
-
Subclass discriminant analysis
-
M. Zhu and A. Martinez. Subclass discriminant analysis. PAMI, 28(8):1274-1286, 2006.
-
(2006)
PAMI
, vol.28
, Issue.8
, pp. 1274-1286
-
-
Zhu, M.1
Martinez, A.2
|