Some selected publications about Feature Selection

• P. Somol, P. Pudil, F.J. Ferri and J. Kittler. Fast branch and bound algorithm in feature selection. World Multiconference on Systemics, Cybernetics and Informatics (SCI), Proceedings of SCI/ISAS 2000. Volume VII, (B. S´ anchez, J.M. Pineda, J. Wolfmann, Z. Bellahsene, y F.J. Ferri, eds.), 646-651, 2000,
• P. Pudil, J. Ü NovoviÇ cov´ a and F.J. Ferri. New tools for knowledge guided approach to feature selection in statistical pattern recognition. Artificial Intelligence and Simulation of Behaviour, AISB Workshop on Intelligent Feature Selection: Statistical and Neural Approaches, 1-4, 1996,
• F.J. Ferri, J. Albert, I. Gracia, F. Pla, P. Pudil and J. Novovicova. Hierarchical feature selection: A decision tree based approach. Artificial Intelligence and Simulation of Behaviour, AISB Workshop on Intelligent Feature Selection: Statistical and Neural Approaches, 7-8, 1996,
• I. Gracia, F. Pla, F.J. Ferri and P. Garcia. Estimating feature discriminant power in decision tree classifiers. Computer Analysis of Images and Patterns. Lecture Notes in Computer Science, 1995
• P. Pudil, J. Ü Novovicova, F.J. Ferri and J. Kittler. Advances in the statistical methodology for the selection of image descriptors for visual pattern representation and classification. Computer Analysis of Images and Patterns. Lecture Notes in Computer Science,1995.
• F.J. Ferri, P. Pudil, M. Hatef and J. Kittler. Comparative study of techniques for large-scale feature selection. Pattern Recognition in Practice IV, (E. S. Gelsema y L. Ü N. Kanal, eds.), Elsevier, 403-413, 1994.
• P. Pudil, J. Ü Novovicova and F.J. Ferri. Methods of dimensionality reduction in statistical pattern recognition. IEEE European Workshop on Computer-Intensive Methods in Control and Signal Processing (CMP 94), Proceedings of CMP 94, 185-198, 1994.
• P. Pudil, F.J. Ferri, J. Novovicova and J. Kittler.  Floating search methods for feature selection with nonmonotonic criterion functions. 13th IEEE International Conference on Pattern Recognition, Proceedings of the 13th ICPR,  279-283, 1994,
• F.J. Ferri, V. Kadirkamanathan and J. Kittler.  Feature subset search using genetic algorithms. IEE/IEEE Workshop on Natural Algorithms in Signal Processing (NASP 93), Proceedings of NASP 93, 23/1-23/7, 1993.