-
1
-
-
33745891586
-
-
Berlin/Heidelberg, Germany
-
Guyon, I.; Gunn, S.; Nikravesh, M.; Zadeh, L. Feature Extraction: Foundations and Applications; Springer: Berlin/Heidelberg, Germany, 2006; Volume 207.
-
(2006)
Feature Extraction: Foundations and Applications; Springer
, vol.207
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.4
-
2
-
-
70350487954
-
Dimensionality reduction: A comparative review
-
Van der Maaten, L.; Postma, E.; van den Herik, H. Dimensionality reduction: A comparative review. J. Mach. Learn. Res. 2009, 10, 1-41.
-
(2009)
J. Mach. Learn. Res.
, vol.10
, pp. 1-41
-
-
Van der Maaten, L.1
Postma, E.2
Van Den Herik, H.3
-
3
-
-
1942450610
-
Feature extraction by non parametric mutual information maximization
-
Torkkola, K. Feature extraction by non parametric mutual information maximization. J. Mach. Learn. Res. 2003, 3, 1415-1438.
-
(2003)
J. Mach. Learn. Res.
, vol.3
, pp. 1415-1438
-
-
Torkkola, K.1
-
4
-
-
0003442426
-
Measures of Information and Their Applications
-
Wiley: New Delhi, India
-
Kapur, J. Measures of Information and Their Applications; Wiley: New Delhi, India, 1994.
-
(1994)
-
-
Kapur, J.1
-
6
-
-
70350124939
-
Info-margin maximization for feature extraction
-
Qiu, X.; Wu, L. Info-margin maximization for feature extraction. Pattern Recognit. Lett. 2009, 30, 1516-1522.
-
(2009)
Pattern Recognit. Lett.
, vol.30
, pp. 1516-1522
-
-
Qiu, X.1
Wu, L.2
-
7
-
-
33746475260
-
Feature extraction using information-theoretic learning
-
Hild, K.; Erdogmus, D.; Torkkola, K.; Principe, J. Feature extraction using information-theoretic learning. Pattern Anal. Mach. Intell. IEEE Trans. 2006, 28, 1385-1392.
-
(2006)
Pattern Anal. Mach. Intell. IEEE Trans.
, vol.28
, pp. 1385-1392
-
-
Hild, K.1
Erdogmus, D.2
Torkkola, K.3
Principe, J.4
-
8
-
-
84873306139
-
An Eigenvalue-problem Formulation for Non-parametric Mutual Information Maximisation for Linear Dimensionality Reduction
-
Las Vegas, USA, 16-19 July
-
Liu, R.; Gillies, D.F. An Eigenvalue-problem Formulation for Non-parametric Mutual Information Maximisation for Linear Dimensionality Reduction. In Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas, USA, 16-19 July 2012; Volume 2, pp. 905-910.
-
(2012)
Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition
, vol.2
, pp. 905-910
-
-
Liu, R.1
Gillies, D.F.2
-
9
-
-
84856043672
-
A mathematical theory of communication
-
623-656
-
Shannon, C. A mathematical theory of communication. Bell Syst. Tech. J. 1948, Volume 27, pp. 379-423, 623-656.
-
(1948)
Bell Syst. Tech. J
, vol.27
, pp. 379-423
-
-
Shannon, C.1
-
12
-
-
0001473437
-
On estimation of a probability density function and mode
-
Parzen, E. On estimation of a probability density function and mode. Ann. Math. Stat. 1962, 33, 1065-1076.
-
(1962)
Ann. Math. Stat.
, vol.33
, pp. 1065-1076
-
-
Parzen, E.1
-
13
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
Belkin, M.; Niyogi, P. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput. 2003, 15, 1373-1396.
-
(2003)
Neural Comput.
, vol.15
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
14
-
-
0345768782
-
Analyzing neural responses to natural signals: Maximally informative dimensions
-
2004
-
Sharpee, T.; Rust, N.C.; Bialek, W. Analyzing neural responses to natural signals: Maximally informative dimensions. Neural Comput. 2004, 16, 223-250.
-
(2004)
Neural Comput.
, vol.16
, pp. 223-250
-
-
Sharpee, T.1
Rust, N.C.2
Bialek, W.3
-
16
-
-
0033640646
-
Statistical pattern recognition: A review
-
Jain, A.; Duin, R.; Mao, J. Statistical pattern recognition: A review. Pattern Anal. Mach. Intell. IEEE Trans. 2000, 22, 4-37.
-
(2000)
Pattern Anal. Mach. Intell. IEEE Trans.
, vol.22
, pp. 4-37
-
-
Jain, A.1
Duin, R.2
Mao, J.3
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