-
1
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
December
-
A. L. Blum and P. Langley. Selection of relevant features and examples in machine learning. Artificial Intelligence, 97(1-2):245-271, December 1997.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 245-271
-
-
Blum, A.L.1
Langley, P.2
-
5
-
-
0003922190
-
-
Wiley, New York, 2nd edition
-
R. Duda, P. Hart, and D. Stork. Pattern Classification. Wiley, New York, 2nd edition, 2001.
-
(2001)
Pattern Classification
-
-
Duda, R.1
Hart, P.2
Stork, D.3
-
6
-
-
33645690579
-
Fast binary feature selection with conditional mutual information
-
F. Fleuret. Fast binary feature selection with conditional mutual information. Journal of Machine Learning Research, pages 1531-1555, 2004.
-
(2004)
Journal of Machine Learning Research
, pp. 1531-1555
-
-
Fleuret, F.1
-
11
-
-
78149355539
-
Feature selection algorithms: A survey and experimental evaluation
-
L. Molina, L. Belanche, and A. Nebot. Feature selection algorithms: a survey and experimental evaluation. Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International Conference on, pages 306-313, 2002.
-
(2002)
Data Mining, 2002. ICDM 2002. Proceedings. 2002 IEEE International Conference on
, pp. 306-313
-
-
Molina, L.1
Belanche, L.2
Nebot, A.3
-
12
-
-
49749131171
-
Sample selection for maximal diversity
-
F. Pan, A. Roberts, L. McMillan, F. de Villena, D. Threadgill, and W. Wang. Sample selection for maximal diversity. Proceedings of the 5th IEEE International Conference on Data Mining, 2007.
-
(2007)
Proceedings of the 5th IEEE International Conference on Data Mining
-
-
Pan, F.1
Roberts, A.2
McMillan, L.3
de Villena, F.4
Threadgill, D.5
Wang, W.6
-
13
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. B. Tenenbaum, V. de Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290(5500):2319-2323, 2000.
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
de Silva, V.2
Langford, J.C.3
-
14
-
-
1942450610
-
Feature extraction by non-parametric mutual information maximization
-
K. Torkkola. Feature extraction by non-parametric mutual information maximization. J. Mach. Learn. Res., 3:1415-1438, 2003.
-
(2003)
J. Mach. Learn. Res
, vol.3
, pp. 1415-1438
-
-
Torkkola, K.1
-
16
-
-
0004308492
-
Robust real-time object detection
-
Technical report, COMPAQ Cambridge Research Laboratory
-
P. Viola and M. J. Jones. Robust real-time object detection. Technical report, COMPAQ Cambridge Research Laboratory, 2001.
-
(2001)
-
-
Viola, P.1
Jones, M.J.2
-
18
-
-
84898948710
-
Feature selection for SVMs
-
T. K. Leen, T. G. Dietterich, and V. Tresp, editors, Cambride, MA, April, The MIT Press
-
J. Weston, S. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, and V. Vapnik. Feature selection for SVMs. In T. K. Leen, T. G. Dietterich, and V. Tresp, editors, Advances in Neural Information Processing Systems 13, pages 668-674, Cambride, MA, April 2001. The MIT Press.
-
(2001)
Advances in Neural Information Processing Systems 13
, pp. 668-674
-
-
Weston, J.1
Mukherjee, S.2
Chapelle, O.3
Pontil, M.4
Poggio, T.5
Vapnik, V.6
-
19
-
-
0000274329
-
Bhattacharyya distance feature selection
-
G. Xuan, P. Chai, and M. Wu. Bhattacharyya distance feature selection. In Proc. of Int. Conf. on Pattern Recogn. (ICPR), volume 2, pages 195-199, 1996.
-
(1996)
Proc. of Int. Conf. on Pattern Recogn. (ICPR)
, vol.2
, pp. 195-199
-
-
Xuan, G.1
Chai, P.2
Wu, M.3
-
20
-
-
0003141935
-
A comparative study of feature selection in text categorization
-
San Francisco, CA, USA, Morgan Kaufmann Publishers Inc
-
Y. Yang and J. O. Pedersen. A comparative study of feature selection in text categorization. In ICML '97: Proceedings of the Fourteenth International Conference on Machine Learning, pages 412-420, San Francisco, CA, USA, 1997. Morgan Kaufmann Publishers Inc.
-
(1997)
ICML '97: Proceedings of the Fourteenth International Conference on Machine Learning
, pp. 412-420
-
-
Yang, Y.1
Pedersen, J.O.2
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