Fast branch & bound algorithms for optimal feature selection
Somol, P., Pudil, P., Kittler, J.
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2004)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2004)
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Journal Article
Adaptive floating search methods in feature selection
Somol, P., Pudil, P., Novovičová, J., Paclı́k, P.
Published in Pattern recognition letters (01.11.1999)
Published in Pattern recognition letters (01.11.1999)
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Journal Article
Road sign classification using Laplace kernel classifier
Paclı́k, P., Novovičová, J., Pudil, P., Somol, P.
Published in Pattern recognition letters (01.12.2000)
Published in Pattern recognition letters (01.12.2000)
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Journal Article
The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround
Somol, P, Grim, J, Pudil, P
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
Published in 2010 20th International Conference on Pattern Recognition (01.08.2010)
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Conference Proceeding
Divergence based feature selection for multimodal class densities
Novovicova, J., Pudil, P., Kittler, J.
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.1996)
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.1996)
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Journal Article
Feature selection based on the approximation of class densities by finite mixtures of special type
Pudil, P., Novovičová, J., Choakjarernwanit, N., Kittler, J.
Published in Pattern recognition (01.09.1995)
Published in Pattern recognition (01.09.1995)
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Journal Article
Floating search methods for feature selection with nonmonotonic criterion functions
Pudil, P., Ferri, F.J., Novovicova, J., Kittler, J.
Published in Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5) (1994)
Published in Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5) (1994)
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Conference Proceeding
A Gaussian mixture-based colour texture model
Haindl, M., Grim, J., Somol, P., Pudil, P., Kudo, M.
Published in Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004 (2004)
Published in Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004 (2004)
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Conference Proceeding
Boosting in probabilistic neural networks
Grim, J., Pudil, P., Somol, P.
Published in Object recognition supported by user interaction for service robots (2002)
Published in Object recognition supported by user interaction for service robots (2002)
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Conference Proceeding
An analysis of the Max-Min approach to feature selection and ordering
Pudil, P., Novovičová, J., Choakjarernwanit, N., Kittler, J.
Published in Pattern recognition letters (01.11.1993)
Published in Pattern recognition letters (01.11.1993)
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Journal Article
Filter- versus wrapper-based feature selection for credit scoring
Somol, Petr, Baesens, Bart, Pudil, Pavel, Vanthienen, Jan
Published in International journal of intelligent systems (01.10.2005)
Published in International journal of intelligent systems (01.10.2005)
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Journal Article
Initializing normal mixtures of densities
Grim, J., Novovicova, J., Pudil, P., Somol, P., Ferri, F.J.
Published in Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170) (1998)
Published in Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170) (1998)
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Conference Proceeding
Fast dependency-aware feature selection in very-high-dimensional pattern recognition
Somol, P., Grim, J., Pudil, P.
Published in 2011 IEEE International Conference on Systems, Man, and Cybernetics (01.10.2011)
Published in 2011 IEEE International Conference on Systems, Man, and Cybernetics (01.10.2011)
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Conference Proceeding
Dynamic Oscillating Search Algorithm for Feature Selection
Somol, P., Novovicova, J., Grim, J., Pudil, P.
Published in 2008 19th International Conference on Pattern Recognition (01.12.2008)
Published in 2008 19th International Conference on Pattern Recognition (01.12.2008)
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Conference Proceeding