Petr Somol

2008
30		Petr Somol, Jana Novovicová, Pavel Pudil: Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) 2008: 246-253
2007
29	EE	Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil: Conditional Mutual Information Based Feature Selection for Classification Task. CIARP 2007: 417-426
2006
28	EE	Jiri Grim, Petr Somol, Michal Haindl, Pavel Pudil: Color Texture Segmentation by Decomposition of Gaussian Mixture Model. CIARP 2006: 287-296
27	EE	Michal Haindl, Petr Somol, Dimitrios Ververidis, Constantine Kotropoulos: Feature Selection Based on Mutual Correlation. CIARP 2006: 569-577
26	EE	Jana Novovicová, Petr Somol, Pavel Pudil: Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP 2006: 578-587
25	EE	Jiri Grim, Michal Haindl, Petr Somol, Pavel Pudil: A Subspace Approach to Texture Modelling by Using Gaussian Mixtures. ICPR (2) 2006: 235-238
24	EE	Petr Somol, Pavel Pudil: Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. ICPR (2) 2006: 736-739
23	EE	Petr Somol, Jana Novovicová, Pavel Pudil: Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR 2006: 632-639
2005
22		Petr Somol, Michal Haindl: Novel Path Search Algorithm for Image Stitching and Advanced Texture Tiling. WSCG (Full Papers) 2005: 155-162
21	EE	Petr Somol, Bart Baesens, Pavel Pudil, Jan Vanthienen: Filter- versus wrapper-based feature selection for credit scoring. Int. J. Intell. Syst. 20(10): 985-999 (2005)
20	EE	Jiri Grim, Petr Somol, Pavel Pudil: Probabilistic neural network playing and learning Tic-Tac-Toe. Pattern Recognition Letters 26(12): 1866-1873 (2005)
2004
19	EE	Michal Haindl, Jiri Grim, Petr Somol, Pavel Pudil, Mineichi Kudo: A Gaussian Mixture-Based Colour Texture Model. ICPR (3) 2004: 177-180
18	EE	Petr Somol, Pavel Pudil, Jiri Grim: On Prediction Mechanisms in Fast Branch & Bound Algorithms. SSPR/SPR 2004: 716-724
17	EE	Petr Somol, Pavel Pudil, Josef Kittler: Fast Branch & Bound Algorithms for Optimal Feature Selection. IEEE Trans. Pattern Anal. Mach. Intell. 26(7): 900-912 (2004)
2002
16	EE	Jiri Grim, Pavel Pudil, Petr Somol: Boosting in Probabilistic Neural Networks. ICPR (2) 2002: 136-139
15	EE	Jiri Grim, Josef Kittler, Pavel Pudil, Petr Somol: Multiple Classifier Fusion in Probabilistic Neural Networks. Pattern Anal. Appl. 5(2): 221-233 (2002)
14	EE	Petr Somol, Pavel Pudil: Feature selection toolbox. Pattern Recognition 35(12): 2749-2759 (2002)
13	EE	Pavel Pudil, Jana Novovicová, Petr Somol: Feature selection toolbox software package. Pattern Recognition Letters 23(4): 487-492 (2002)
2001
12	EE	Petr Somol, Pavel Pudil, Jiri Grim: Branch & Bound Algorithm with Partial Prediction for Use with Recursive and Non-recursive Criterion Forms. ICAPR 2001: 230-239
11	EE	Josef Kittler, Pavel Pudil, Petr Somol: Advances in Statistical Feature Selection. ICAPR 2001: 425-434
10	EE	Jiri Grim, Josef Kittler, Pavel Pudil, Petr Somol: Information Analysis of Multiple Classifier Fusion. Multiple Classifier Systems 2001: 168-177
9		Petr Somol, Pavel Pudil: Feature Selection Toolbox as a Multi-Purpose Tool in Pattern Recognition. PRIS 2001: 91-102
2000
8	EE	Petr Somol, Pavel Pudil: Oscillating Search Algorithms for Feature Selection. ICPR 2000: 2406-2409
7	EE	Jiri Grim, Pavel Pudil, Petr Somol: Multivariate Structural Bernoulli Mixtures for Recognition of Handwritten Numerals. ICPR 2000: 2585-2589
6	EE	Jiri Grim, Josef Kittler, Pavel Pudil, Petr Somol: Combining Multiple Classifiers in Probabilistic Neural Networks. Multiple Classifier Systems 2000: 157-166
5	EE	Mineichi Kudo, Petr Somol, Pavel Pudil, Masaru Shimbo, Jack Sklansky: Comparison of Classifier-Specific Feature Selection Algorithms. SSPR/SPR 2000: 677-686
4	EE	Helmut A. Mayer, Petr Somol, Reinhold Huber, Pavel Pudil: Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches. SSPR/SPR 2000: 77-86
3	EE	Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol: Road sign classification using Laplace kernel classifier. Pattern Recognition Letters 21(13-14): 1165-1173 (2000)
1999
2	EE	Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík: Adaptive floating search methods in feature selection. Pattern Recognition Letters 20(11-13): 1157-1163 (1999)
1998
1		Pavel Pudil, Jana Novovicová, Petr Somol, R. Vrnata: Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. SSPR/SPR 1998: 573-582

Coauthor Index

1	Bart Baesens	[21]
2	Jiri Grim	[6] [7] [10] [12] [15] [16] [18] [19] [20] [25] [28]
3	Michal Haindl	[19] [22] [25] [27] [28] [29]
4	Reinhold Huber-Mörk (Reinhold Huber)	[4]
5	Josef Kittler	[6] [10] [11] [15] [17]
6	Constantine Kotropoulos (Costas Kotropoulos)	[27]
7	Mineichi Kudo	[5] [19]
8	Helmut A. Mayer	[4]
9	Jana Novovicová	[1] [2] [3] [13] [23] [26] [29] [30]
10	Pavel Paclík	[2] [3]
11	Pavel Pudil	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [23] [24] [25] [26] [28] [29] [30]
12	Masaru Shimbo	[5]
13	Jack Sklansky	[5]
14	Jan Vanthienen	[21]
15	Dimitrios Ververidis	[27]
16	R. Vrnata	[1]