-
1
-
-
0344995736
-
"Continuous Latent Variable Models for Dimensionality Reduction and Sequential Data Reconstruction"
-
PhD dissertation, Dept. of Computer Science, Univ. of Sheffield, Sheffield, U.K
-
M.A. Carreira-Perpinan, "Continuous Latent Variable Models for Dimensionality Reduction and Sequential Data Reconstruction," PhD dissertation, Dept. of Computer Science, Univ. of Sheffield, Sheffield, U.K., 2001.
-
(2001)
-
-
Carreira-Perpinan, M.A.1
-
2
-
-
1042275194
-
"A Survey of Dimension Reduction Techniques"
-
Technical Report UCRL-ID-148494, Lawrence Livermore Nat'l Laboratory, Center for Applied Scientific Computing, June
-
I.K. Fodor, "A Survey of Dimension Reduction Techniques," Technical Report UCRL-ID-148494, Lawrence Livermore Nat'l Laboratory, Center for Applied Scientific Computing, June 2002.
-
(2002)
-
-
Fodor, I.K.1
-
3
-
-
0033640646
-
"Statistical Pattern Recognition: A Review"
-
Jan
-
A.K. Jain, R.P.W. Duin, and J. Mao, "Statistical Pattern Recognition: A Review," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 4-37, Jan. 2000.
-
(2000)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.22
, Issue.1
, pp. 4-37
-
-
Jain, A.K.1
Duin, R.P.W.2
Mao, J.3
-
6
-
-
0021427712
-
"Principal Variables"
-
May
-
G.P. McCabe, "Principal Variables," Technometrics, vol. 26, pp. 137-144, May 1984.
-
(1984)
Technometrics
, vol.26
, pp. 137-144
-
-
McCabe, G.P.1
-
7
-
-
0002457803
-
"Selection of Variables to Preserve Multivariate Data Structure Using Principal Components"
-
W.J. Krzanowski, "Selection of Variables to Preserve Multivariate Data Structure Using Principal Components," Applied Statististics, vol. 36, no. 1, pp. 22-33, 1987.
-
(1987)
Applied Statististics
, vol.36
, Issue.1
, pp. 22-33
-
-
Krzanowski, W.J.1
-
8
-
-
0036522403
-
"Unsupervised Feature Selection Using Feature Similarity"
-
Mar
-
P. Mitra, C.A. Murthy, and S.K. Pal, "Unsupervised Feature Selection Using Feature Similarity," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 3, pp. 301-312, Mar. 2002.
-
(2002)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.24
, Issue.3
, pp. 301-312
-
-
Mitra, P.1
Murthy, C.A.2
Pal, S.K.3
-
9
-
-
4344667429
-
"A Bayesian Approach to Joint Feature Selection and Classifier Design"
-
Sept
-
B. Krishnapuram, A.J. Hartemink, L. Carin, and M.A.T. Figueiredo, "A Bayesian Approach to Joint Feature Selection and Classifier Design," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 9, pp. 1105-1111, Sept. 2004.
-
(2004)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.26
, Issue.9
, pp. 1105-1111
-
-
Krishnapuram, B.1
Hartemink, A.J.2
Carin, L.3
Figueiredo, M.A.T.4
-
10
-
-
4344602134
-
"Simultaneous Feature Selection and Clustering Using Mixture Models"
-
Sept
-
M.H.C. Law, M.A.T. Figueiredo, and A.K. Jain, "Simultaneous Feature Selection and Clustering Using Mixture Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 9, pp. 1154-1166, Sept. 2004.
-
(2004)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.26
, Issue.9
, pp. 1154-1166
-
-
Law, M.H.C.1
Figueiredo, M.A.T.2
Jain, A.K.3
-
11
-
-
0031381525
-
"Wrappers for Feature Subset Selection"
-
Dec
-
R. Kohavi and G.H. John, "Wrappers for Feature Subset Selection," Artificial Intelligence, vol. 97, nos. 1-2, pp. 273-324, Dec. 1997.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
13
-
-
0028547556
-
"Floating Search Methods in Feature Selection"
-
Nov
-
P. Pudil, J. Novovicova, and J. Kittler, "Floating Search Methods in Feature Selection," Pattern Recognition Letters, vol. 15, no. 11, pp. 1119-1125, Nov. 1994.
-
(1994)
Pattern Recognition Letters
, vol.15
, Issue.11
, pp. 1119-1125
-
-
Pudil, P.1
Novovicova, J.2
Kittler, J.3
-
14
-
-
0033751612
-
"Unsupervised Feature Evaluation: A Neuro-Fuzzy Approach"
-
Mar
-
S.K. Pal, R.K. De, and J. Basak, "Unsupervised Feature Evaluation: A Neuro-Fuzzy Approach," IEEE Trans. Neural Networks, vol. 11, no. 2, pp. 366-376, Mar. 2000.
-
(2000)
IEEE Trans. Neural Networks
, vol.11
, Issue.2
, pp. 366-376
-
-
Pal, S.K.1
De, R.K.2
Basak, J.3
-
15
-
-
17444406668
-
"Identifying Critical Variables of Principal Components for Unsupervised Feature Selection"
-
K.Z. Mao, "Identifying Critical Variables of Principal Components for Unsupervised Feature Selection," IEEE Trans. Systems, Man, and Cybernetics, Part B, vol. 35, pp. 339-344, 2005.
-
(2005)
IEEE Trans. Systems, Man, and Cybernetics
, vol.35
, Issue.PART B
, pp. 339-344
-
-
Mao, K.Z.1
-
16
-
-
0000146283
-
"Discarding Variables in a Principal Component Analysis-I: Artificial Data"
-
I.T. Jolliffe, "Discarding Variables in a Principal Component Analysis-I: Artificial Data," Applied Statistics, vol. 21, no. 2, pp. 160-173, 1972.
-
(1972)
Applied Statistics
, vol.21
, Issue.2
, pp. 160-173
-
-
Jolliffe, I.T.1
-
17
-
-
0000245743
-
"Statistical Modeling: The Two Cultures"
-
Aug
-
L. Breiman, "Statistical Modeling: The Two Cultures," Statistical Science, vol. 16, no. 3, pp. 199-215, Aug. 2001.
-
(2001)
Statistical Science
, vol.16
, Issue.3
, pp. 199-215
-
-
Breiman, L.1
-
18
-
-
0001492549
-
"Shape Quantization and Recognition with Randomized Trees"
-
Oct
-
Y. Amit and D. Geman, "Shape Quantization and Recognition with Randomized Trees," Neural Computation, vol. 9, no. 7, pp. 1545-1588, Oct. 1997.
-
(1997)
Neural Computation
, vol.9
, Issue.7
, pp. 1545-1588
-
-
Amit, Y.1
Geman, D.2
-
19
-
-
0031275836
-
"Joint Induction of Shape Features and Tree Classifiers"
-
Nov
-
Y. Amit, D. Geman, and K. Wilder, "Joint Induction of Shape Features and Tree Classifiers," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 11, pp. 1300-1305, Nov. 1997.
-
(1997)
IEEE Trans. Pattern Analysis and Machine Intelligence
, vol.19
, Issue.11
, pp. 1300-1305
-
-
Amit, Y.1
Geman, D.2
Wilder, K.3
-
20
-
-
0036161259
-
"Gene Selection for Cancer Classification Using Support Vector Machines"
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik, "Gene Selection for Cancer Classification Using Support Vector Machines," Machine Learning, vol. 46, pp. 389-422, 2002.
-
(2002)
Machine Learning
, vol.46
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
21
-
-
0024047911
-
"Orthogonal Parameter Estimation Algorithm for Non-Linear Stochastic Systems"
-
M. Korenberg, S.A. Billings, Y.P. Liu, and P.J. McIlroy, "Orthogonal Parameter Estimation Algorithm for Non-Linear Stochastic Systems," Int'l J. Control, vol. 48, pp. 193-210, 1988.
-
(1988)
Int'l J. Control
, vol.48
, pp. 193-210
-
-
Korenberg, M.1
Billings, S.A.2
Liu, Y.P.3
McIlroy, P.J.4
-
22
-
-
0024685547
-
"Identification of MIMO Non-Linear Systems Suing a Forward Regression Orthogonal Estimator"
-
June
-
S.A. Billings, S. Chen, and M.J. Korenberg, "Identification of MIMO Non-Linear Systems Suing a Forward Regression Orthogonal Estimator," Int'l J. Control, vol. 49, pp. 2157-2189, June 1989.
-
(1989)
Int'l J. Control
, vol.49
, pp. 2157-2189
-
-
Billings, S.A.1
Chen, S.2
Korenberg, M.J.3
-
23
-
-
0017368046
-
"On the Possible Orderings in the Measurement Selection Problem"
-
Sept
-
T.M. Cover and J.M. Van Campenhout, "On the Possible Orderings in the Measurement Selection Problem," IEEE Trans. Systems, Man, and Cybernetics, vol. 7, no. 9, pp. 657-661, Sept. 1977.
-
(1977)
IEEE Trans. Systems, Man, and Cybernetics
, vol.7
, Issue.9
, pp. 657-661
-
-
Cover, T.M.1
Van Campenhout, J.M.2
-
24
-
-
0742304416
-
"Term and Variable Selection for Nonlinear System Identification"
-
Jan
-
H.L. Wei, S.A. Billings, and J. Liu, "Term and Variable Selection for Nonlinear System Identification," Int'l J. Control, vol. 77, no. 1, pp. 86-110, Jan. 2004.
-
(2004)
Int'l J. Control
, vol.77
, Issue.1
, pp. 86-110
-
-
Wei, H.L.1
Billings, S.A.2
Liu, J.3
-
25
-
-
0000118166
-
"Two Case Studies in the Application of Principal Component Analysis"
-
J.N.R. Jeffers, "Two Case Studies in the Application of Principal Component Analysis," Applied Statistics, vol. 16, no. 3, pp. 225-236, 1967.
-
(1967)
Applied Statistics
, vol.16
, Issue.3
, pp. 225-236
-
-
Jeffers, J.N.R.1
-
26
-
-
0002008085
-
"Discarding Variables in a Principal Component Analysis. II: Real Data"
-
I.T. Jolliffe, "Discarding Variables in a Principal Component Analysis. II: Real Data," Applied Statistics, vol. 22, no. 1, pp. 21-31, 1973.
-
(1973)
Applied Statistics
, vol.22
, Issue.1
, pp. 21-31
-
-
Jolliffe, I.T.1
-
28
-
-
33947285870
-
-
Faculty of Physics, Dept. of Informatics, Nicolaus Copernicus Univ., Torun, Poland
-
Faculty of Physics, Dept. of Informatics, Nicolaus Copernicus Univ., Torun, Poland, http://www.phys.uni.torun.pl/kmk/projects/datasets.html, 2006.
-
(2006)
-
-
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