[1] I. Guyon and A. Elisseeff, An introduction to variable and feature
selection, Journal of Machine Learning Research 3 (2003), 1157-1182.
[2] Y. Yang and J. O. Pedersen, A comparative study on feature
selection in text categorization, In ICML (1997), 412-420.
[3] D. Koller and M. Sahami, Toward optimal feature selection, In ICML
(1996), 284-292.
[4] P. E. H. R. O. Duda and D. G. Stork, Pattern Classification,
Wiley-Inter Science Publication, 2001.
[5] M. Robnik-Sikonja and I. Kononenko, Theoretical and Empirical
Analysis of ReliefF and RReliefF, Machine Learning 53(1-2) (2003),
23-69.
[6] X. He, D. Cai and P. Niyogi, Laplacian score for feature
selection, In NIPS, 2005.
[7] L. Song, A. J. Smola, A. Gretton, K. M. Borgwardt and J. Bedo,
Supervised feature selection via dependence estimation, In ICML
(2007), 823-830.
[8] F. Nie, S. Xiang, Y. Jia, C. Zhang and S. Yan, Trace ratio
criterion for feature selection, In AAAI (2008), 671-676.
[9] R. Battiti, Using mutual information for selecting features in
supervised neural net learning, IEEE Trans. Neural Networks 5(4)
(1994), 537-550.
[10] C. M. Bishop, Neural Networks for Pattern Recognition, Oxford
University Press, 1995.
[11] R. Caruana and D. Freitag, Greedy Attribute Selection, In: Proc.
of the 11th Internet. Conf. on Machine Learn., New Brunswick, NJ, USA,
(1994), 28-36.
[12] P. Somol, P. Pudil and J. Kittler, Fast branch and bound
algorithms for optimal feature selection, IEEE Trans. Pattern Anal.
Machine Intell. 26(7) (2004), 900-912.
[13] J. H. Yang and V. Honavar, Feature subset selection using a
genetic algorithm, IEEE Intell. Systems 13(2) (1998), 44-49.
[14] M. L. Raymer, W. F. Punch, E. D. Goodman, L. A. Kuhn and A. K.
Jain, Dimensionality reduction using genetic algorithms, IEEE Trans.
Evolut. Comput. 4(2) (2000), 164-171.
[15] B. Bhanu and Y. Lin, Genetic algorithm based feature selection
for target detection in SAR images, Image Vision Comput. 21(7) (2003),
591-608.
[16] F. Zhu and S. Guan, Feature selection for modular GA-based
classification, Appl. Soft Comput. J. 4(4) (2004), 381-393.
[17] M. Kudo and J. Sklansky, Comparison of algorithms that select
features for pattern classifiers, Pattern Recognition 33(1) (2000),
25-41.
[18] John H. Holland, Adaptation in Natural and Artificial Systems,
1975.
[19] K. A. De Jong, An Analysis of the Behavior of a Class of Generic
Adaptive Systems, University of Michigan, 1975.
[20] B. Fogel David, Evolutionary Computation: Toward a New Philosophy
of Machine Intelligence, 2nd Edition, Wiley-IEEE Press, 1999.
[21] A. Asuncion and D. Newman, UCI Machine Learning Repository, 2007.