Comparative study of techniques for large-scale feature selection

Machine Intelligence and Pattern Recognition

Volumn 16, Issue C, 1994, Pages 403-413

  Ferri, F J ^a   Pudil, P ^b   Hatef, M ^c   Kittler, J ^c  

^a UNIVERSITY OF VALENCIA   (Spain)

^b INSTITUTE OF INFORMATION THEORY AND AUTOMATION   (Czech Republic)

^c UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85013515810     PISSN: 09230459     EISSN: None     Source Type: Book Series    
DOI: 10.1016/B978-0-444-81892-8.50040-7     Document Type: Chapter

References (9)

1. N. Choakjarernwanit. Feature Selection in statistical pattern recognition. PhD thesis, University of Surrey, England, 1992.
2. Devijver, P.A., Kittler, J., Pattern Recognition: A Statistical Approach, 1982, Prentice-Hall.
3. F. J. Ferri, V. Kadirkamanathan, and J. Kittler. Feature Subset Search using Genetic Algorithms. In IEE/IEEE Workshop on Natural Algorithms in Signal Processing, Essex, 1993.
4. Goldberg, D., Genetic Algorithms in Search Optimization and Machine Learning, 1989, Addison-Wesley, Reading, MA.
5. Kittler, J., Feature Set Search Algorithms. Chen, C.H., (eds.) Pattern Recognition and Signal Processing, 1978, Sijthoff and Noordhoff, The Netherlands, 41–60.
6. Pudil, P., Novovičová, J., Bláha, S., Statistical Approach to Pattern Recognition: Theory and Practical Solution by Means of PREDITAS System. Kybernetika 27 (1991), 1–78 Supplement.
7. P. Pudil, J. Novovičová, and J. Kittler. Floating Search Methods in Feature Selection. Pattern Recognition Letters, (submitted).
8. Siedlecki, W., Sklansky, J., A Note on Genetic Algorithm for Large-scale Feature Selection. Pattern Recognition Letters 10:5 (November 1989), 335–347.
9. S. D. Stearns. On Selecting Features for Pattern Classifiers. In Third Int. Conf. on Pattern recognition, pages 71–75, Coronado, CA, 1976.