-
1
-
-
0034598746
-
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
-
DOI 10.1038/35000501
-
A.A. Alizadeh Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling Nature 403 2000 503 511 (Pubitemid 30082188)
-
(2000)
Nature
, vol.403
, Issue.6769
, pp. 503-511
-
-
Alizadeh, A.A.1
Elsen, M.B.2
Davis, R.E.3
Ma, Ch.L.4
Lossos, I.S.5
Rosenwald, A.6
Boldrick, J.C.7
Sabet, H.8
Tran, T.9
Yu, X.10
Powell, J.I.11
Yang, L.12
Maru, G.E.13
Moore, T.14
Hudson Jr., J.15
Lu, L.16
Lewis, D.B.17
Tibshirani, R.18
Sherlock, G.19
Chan, W.C.20
Greiner, T.C.21
Weisenburger, D.D.22
Armitage, J.O.23
Warnke, R.24
Levy, R.25
Wilson, W.26
Grever, M.R.27
Byrd, J.C.28
Botstein, D.29
Brown, P.O.30
Staudt, L.M.31
more..
-
3
-
-
0029546874
-
Using linear algebra for intelligent information retrieval
-
M.W. Berry, S.T. Dumais, and G.W. OBrie Using linear algebra for intelligent information retrieval SIAM Review 37 1995 573 595
-
(1995)
SIAM Review
, vol.37
, pp. 573-595
-
-
Berry, M.W.1
Dumais, S.T.2
Obrie, G.W.3
-
4
-
-
0036195207
-
Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm
-
DOI 10.1016/S0893-6080(01)00142-3, PII S0893608001001423
-
S.A. Billings, and K.L. Lee Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm Neural Network 15 2002 263 270 (Pubitemid 34213783)
-
(2002)
Neural Networks
, vol.15
, Issue.2
, pp. 263-270
-
-
Billings, S.A.1
Lee, K.L.2
-
6
-
-
0034300875
-
A new LDA-based face recognition system which can solve the small sample size problem
-
L. Chen, H.M. Liao, M. Ko, J. Lin, and G. Yu A new LDA-based face recognition system which can solve the small sample size problem Pattern Recognition 33 2000 1713 1726
-
(2000)
Pattern Recognition
, vol.33
, pp. 1713-1726
-
-
Chen, L.1
Liao, H.M.2
Ko, M.3
Lin, J.4
Yu, G.5
-
7
-
-
80054044731
-
Characterization of all solutions for undersampled uncorrelated linear discriminant analysis problems
-
D. Chu, S.T. Goh, and Y.S. Hung Characterization of all solutions for undersampled uncorrelated linear discriminant analysis problems SIAM Journal on Matrix Analysis and Applications 32 2011 820 844
-
(2011)
SIAM Journal on Matrix Analysis and Applications
, vol.32
, pp. 820-844
-
-
Chu, D.1
Goh, S.T.2
Hung, Y.S.3
-
8
-
-
74449090002
-
A new and fast implementation for null space based linear discriminant analysis
-
D. Chu, and S.T. Goh A new and fast implementation for null space based linear discriminant analysis Pattern Recognition 43 2010 1373 1379
-
(2010)
Pattern Recognition
, vol.43
, pp. 1373-1379
-
-
Chu, D.1
Goh, S.T.2
-
9
-
-
77955682282
-
A new and fast orthogonal linear discriminant analysis on undersampled problems
-
D. Chu, and S.T. Goh A new and fast orthogonal linear discriminant analysis on undersampled problems SIAM Journal on Scientific Computing 32 2010 2274 2297
-
(2010)
SIAM Journal on Scientific Computing
, vol.32
, pp. 2274-2297
-
-
Chu, D.1
Goh, S.T.2
-
10
-
-
0041912913
-
A QR-type reduction for computing the SVD of a general matrix product/quotient
-
DOI 10.1007/s00211-002-0431-z
-
D. Chu, L.De. Lathauwer, and B.De. Moor A QR-type reduction for computing the SVD of a general matrix product/quotient Numerical Mathematics 95 2003 101 121 (Pubitemid 36914030)
-
(2003)
Numerische Mathematik
, vol.95
, Issue.1
, pp. 101-121
-
-
Chu, D.1
De Lathauwer, L.2
De Moor, B.3
-
11
-
-
0036522825
-
Regularized discriminant analysis and its application to face recognition
-
D.Q. Dai, and P.C. Yuen Regularized discriminant analysis and its application to face recognition Pattern Recognition 36 2003 845 847
-
(2003)
Pattern Recognition
, vol.36
, pp. 845-847
-
-
Dai, D.Q.1
Yuen, P.C.2
-
12
-
-
12344294601
-
BagBoosting for tumor classification with gene expression data
-
DOI 10.1093/bioinformatics/bth447
-
M. Dettling Bag boosting for tumor classification with gene expression data Oxford Journals on Life Sciences and Bioinformatics 20 2004 3583 3593 (Pubitemid 40136794)
-
(2004)
Bioinformatics
, vol.20
, Issue.18
, pp. 3583-3593
-
-
Dettling, M.1
-
13
-
-
0037709918
-
Supervised clustering of genes
-
0069.10069.15
-
M. Dettling, and P. Bhlmann Supervised clustering of genes Genome Biology 3 2002 0069.10069.15
-
(2002)
Genome Biology
, vol.3
-
-
Dettling, M.1
Bhlmann, P.2
-
15
-
-
0036489046
-
Comparison of discrimination methods for the classification of tumors using gene expression data
-
S. Dudoit, J. Fridlyand, and T.P. Speed Comparison of discrimination methods for the classification of tumors using gene expression data Journal of the American Statistical Association 97 2002 77 87
-
(2002)
Journal of the American Statistical Association
, vol.97
, pp. 77-87
-
-
Dudoit, S.1
Fridlyand, J.2
Speed, T.P.3
-
20
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T.R. Golub, D.K. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J.P. Mesirov, H. Coller, M.L. Loh, J.R. Downing, M.A. Caligiuri, C.D. Bloomfield, and E.S. Lander Molecular classification of cancer: class discovery and class prediction by gene expression monitoring Science 286 1999 531 537
-
(1999)
Science
, vol.286
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Mesirov, J.P.6
Coller, H.7
Loh, M.L.8
Downing, J.R.9
Caligiuri, M.A.10
Bloomfield, C.D.11
Lander, E.S.12
-
21
-
-
0004236492
-
-
third ed. The Johns Hopkins University Press Baltimore, MD
-
G.H. Golub, and C.F. Van Loan Matrix Computations third ed. 1996 The Johns Hopkins University Press Baltimore, MD
-
(1996)
Matrix Computations
-
-
Golub, G.H.1
Van Loan, C.F.2
-
22
-
-
33845413755
-
Regularized linear discriminant analysis and its application in microarrays
-
DOI 10.1093/biostatistics/kxj035
-
Y. Guo, T. Hastie, and R. Tibshirani Regularized linear discriminant analysis and its application in microarray Biostatistics 8 2007 86 100 (Pubitemid 44906104)
-
(2007)
Biostatistics
, vol.8
, Issue.1
, pp. 86-100
-
-
Guo, Y.1
Hastie, T.2
Tibshirani, R.3
-
23
-
-
20744451888
-
Geometric representation of high dimension, low sample size data
-
DOI 10.1111/j.1467-9868.2005.00510.x
-
P. Hall, J.S. Marron, and A. Neeman Geometric representation of high dimensional, low sample size data Journal of Royal Statistical Society Series B 67 2005 427 444 (Pubitemid 40855293)
-
(2005)
Journal of the Royal Statistical Society. Series B: Statistical Methodology
, vol.67
, Issue.3
, pp. 427-444
-
-
Hall, P.1
Marron, J.S.2
Neeman, A.3
-
24
-
-
67349121326
-
Sparse multinomial kernel discriminant analysis (sMKDA)
-
R.F. Harrison, and K. Pasupa Sparse multinomial kernel discriminant analysis (sMKDA) Pattern Recognition 42 2009 1795 1802
-
(2009)
Pattern Recognition
, vol.42
, pp. 1795-1802
-
-
Harrison, R.F.1
Pasupa, K.2
-
26
-
-
1342310014
-
Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition
-
DOI 10.1137/S0895479801393666, PII S0895479801393666
-
P. Howland, M. Jeon, and H. Park Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition SIAM Journal on Matrix Analysis and Applications 25 2003 165 179 (Pubitemid 38260434)
-
(2004)
SIAM Journal on Matrix Analysis and Applications
, vol.25
, Issue.1
, pp. 165-179
-
-
Howland, P.1
Jeon, M.2
Park, H.3
-
28
-
-
33751565280
-
Solving the small sample size problem of LDA
-
R. Huang, Q. Liu, H. Lu, and S. Ma Solving the small sample size problem of LDA Proceedings of the International Conference on Pattern Recognition 2002 29 32 (Pubitemid 44844422)
-
(2002)
Proceedings - International Conference on Pattern Recognition
, vol.16
, Issue.3
, pp. 29-32
-
-
Huang, R.1
Liu, Q.2
Lu, H.3
Ma, S.4
-
30
-
-
54349111811
-
Generalized linear discriminant analysis: A unified framework and efficient model selection
-
S. Ji, and J. Ye Generalized linear discriminant analysis: a unified framework and efficient model selection IEEE Transactions on Neural Networks 19 2008 1768 1782
-
(2008)
IEEE Transactions on Neural Networks
, vol.19
, pp. 1768-1782
-
-
Ji, S.1
Ye, J.2
-
31
-
-
0035400784
-
Face recognition based on the uncorrelated discriminant transformation
-
DOI 10.1016/S0031-3203(00)00084-4, PII S0031320300000844
-
Z. Jin, J.Y. Yang, Z.S. Hu, and Z. Lou Face recognition based on the uncorrelated discriminant transformation Pattern Recognition 34 2001 1405 1416 (Pubitemid 32424906)
-
(2001)
Pattern Recognition
, vol.34
, Issue.7
, pp. 1405-1416
-
-
Jin, Z.1
Yang, J.-Y.2
Hu, Z.-S.3
Lou, Z.4
-
32
-
-
0035480085
-
A theorem on the uncorrelated optimal discriminant vectors
-
DOI 10.1016/S0031-3203(00)00135-7, PII S0031320300001357
-
Z. Jin, J.Y. Yang, Z.M. Tang, and Z.S. Hu A theorem on the uncorrelated optimal discriminant vectors Pattern Recognition 34 2001 2041 2047 (Pubitemid 32760633)
-
(2001)
Pattern Recognition
, vol.34
, Issue.10
, pp. 2041-2047
-
-
Jin, Z.1
Yang, J.-Y.2
Tang, Z.-M.3
Hu, Z.-S.4
-
34
-
-
0034954414
-
Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks
-
DOI 10.1038/89044
-
J. Khan, J. Wei, M. Ringner, L. Saal, M. Ladanyi, F. Westermann, F. Berthold, M. Schwab, C.R. Antonescu, C. Peterson, and P. Meltzer Classification and diagnostic prediction of cancers using expression profiling and artificial neural networks Nature Medicine 7 2001 673 679 (Pubitemid 32588022)
-
(2001)
Nature Medicine
, vol.7
, Issue.6
, pp. 673-679
-
-
Khan, J.1
Wei, J.S.2
Ringner, M.3
Saal, L.H.4
Ladanyi, M.5
Westermann, F.6
Berthold, F.7
Schwab, M.8
Antonescu, C.R.9
Peterson, C.10
Meltzer, P.S.11
-
36
-
-
63249127971
-
Fast Linear Discriminant Analysis Using QR Decomposition and Regularization
-
H. Park, B. Drake, S. Lee, C. Park, Fast Linear Discriminant Analysis Using QR Decomposition and Regularization, Technical Report GT-CSE-07-21, 2007.
-
(2007)
Technical Report GT-CSE-07-21
-
-
Park, H.1
Drake, B.2
Lee, S.3
Park, C.4
-
37
-
-
0037165140
-
Prediction of central nervous system embryonal tumour outcome based on gene expression
-
DOI 10.1038/415436a
-
S. Pomeroy Prediction of central nervous system embryonal tumor outcome based on gene expression Nature 415 2002 436 442 (Pubitemid 34100955)
-
(2002)
Nature
, vol.415
, Issue.6870
, pp. 436-442
-
-
Pomeroy, S.L.1
Tamayo, P.2
Gaasenbeek, M.3
Sturla, L.M.4
Angelo, M.5
McLaughlin, M.E.6
Kim, J.Y.H.7
Goumnerova, L.C.8
Black, P.M.9
Lau, C.10
Allen, J.C.11
Zagzag, D.12
Olson, J.M.13
Curran, T.14
Wetmore, C.15
Biegel, J.A.16
Poggio, T.17
Mukherjee, S.18
Rifkin, R.19
Califano, A.20
Stolovitzky, G.21
Louis, D.N.22
Mesirov, J.P.23
Lander, E.S.24
Golub, T.R.25
more..
-
38
-
-
0001059564
-
Perturbation bounds for the Cholesky and QR factorization
-
J.G. Sun Perturbation bounds for the Cholesky and QR factorization BIT 31 1991 341 352
-
(1991)
BIT
, vol.31
, pp. 341-352
-
-
Sun, J.G.1
-
41
-
-
84862802327
-
-
Whitehead Institute Center for Genomic Research: cancer genomics
-
Whitehead Institute Center for Genomic Research: cancer genomics 〈 http://www-genome.wi.mit.edu/cancer 〉.
-
-
-
-
42
-
-
21844447839
-
Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
-
J. Ye Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems Journal of Machine Learning Research 6 2005 483 502
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 483-502
-
-
Ye, J.1
-
44
-
-
21244494853
-
A two-stage linear discriminant analysis via QR-decomposition
-
DOI 10.1109/TPAMI.2005.110
-
J. Ye, and Q. Li A two-stage linear discriminant analysis via QR-decomposition IEEE Transactions on Pattern Analysis and Machine Intelligence 27 2005 929 941 (Pubitemid 40889843)
-
(2005)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.27
, Issue.6
, pp. 929-941
-
-
Ye, J.1
Li, Q.2
-
45
-
-
33745743918
-
Computational and theoretical analysis of null space and orthogonal linear discriminant analysis
-
J. Ye, and T. Xiong Computational and theoretical analysis of null space and orthogonal linear discriminant analysis Journal of Machine Learning Research 7 2006 1183 1204 (Pubitemid 44015300)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1183-1204
-
-
Ye, J.1
Xiong, T.2
-
46
-
-
34547621415
-
Efficient model selection for regularized linear discriminant analysis
-
J. Ye, T. Xiong, Q. Li, R. Janardan, J. Bi, Efficient model selection for regularized linear discriminant analysis, in: Proceeding CIKM '06. Proceedings of the 15th ACM International Conference on Information and Knowledge Management, 2006.
-
(2006)
Proceeding CIKM '06. Proceedings of the 15th ACM International Conference on Information and Knowledge Management
-
-
Ye, J.1
Xiong, T.2
Li, Q.3
Janardan, R.4
Bi, J.5
|