Publications - Petr Somol


Books and chapters (5)

1. Jiří Grim, Petr Somol: A Statistical Review of the MNIST Benchmark Data Problem. Advances in Pattern Recognition Research, 172-193. Nova Science Publishers, Inc., New York 2018.   Download
2. H. Beran, R. Bízková, M. Bunček, P. Burget, J. Burian, A. Čirličová, P. Csank, V. Czesaná, B. Čížek, V. Datel, M. Doupovec, D. Drábová, J. Filová, J. Furman, Michal Haindl, J. Hajič, M. Hanzlík, M. Hartl, Z. Havelka, O. Havle, J. Hlaváčková, J. Holoubek, T. Hrubínek, F. Hýbner, D. Kaminský, P. Knap, P. Komárek, R. Komzák, M. Kopicová, J. Krechl, J. Kubalík, V. Kysela, Josef Lazar, V. Mařík, Z. Matoušková, V. Matyáš, S. McKenna, S. Mišák, J. Novák, E. Odvářka, E. Palíšek, M. Pazour, J. Prokš, J. Proksch, J. Psutka, V. Radová, M. Rathouský, J. Růžička, D. Sedláček, T. Sirovátka, O. Sládek, P. Smrž, P. Sochor, Petr Somol, O. Sotona, J. Straková, Z. Strnad, M. Svítek, T. Šamanová, J. Šedivý, B. Šimák, R. Šiser, D. Tatýrek, P. Václavek, M. Václavík, M. Valášek, P. Vavřín, P. Volhejn, P. Vrba, J. Žára, J. Žídek: Průmysl 4.0 Výzva pro Českou republiku. Management Press, Praha 2016.   Download
3. Petr Somol, Jana Novovičová, Pavel Pudil: Moderní metody výběru příznaků ve statistickém rozpoznávání. Umělá inteligence 6, 424-468. Academia, Praha 2013.   Download
4. Petr Somol, Jana Novovičová, Pavel Pudil: Efficient Feature Subset Selection and Subset Size Optimization. Pattern Recognition, Recent Advances, 75-98. In-Teh, Vukovar, Croatia 2010.   Download
5. * Pavel Pudil, Jana Novovičová, Petr Somol: Recent feature selection methods in statistical pattern recognition. Pattern Recognition and String Matching, 1-51. Kluwer, Dordrecht 2003.

Journal articles (29)

1. M. Flusser, Petr Somol: Efficient anomaly detection through surrogate neural networks. Neural Computing & Applications 34:23 (2022), 20491-20505. Springer.   Download
2. Petr Somol: Feature Selection Software to Improve Accuracy and Reduce Cost in Automated Recognition Systems. ERCIM News 84 (2011), 54-54. European Research Consortium for Informatics and Mathematics.   Download
3. Petr Somol, Jiří Grim, Jana Novovičová, P. Pudil: Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika 47:3 (2011), 401-425. Ústav teorie informace a automatizace AV ČR, v. v. i..   Download
4. Petr Somol, Jana Novovičová: Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. IEEE Transactions on Pattern Analysis and Machine Intelligence 32:11 (2010), 1921-1939. IEEE Computer Society.   Download
5. Jiří Grim, Jan Hora, Pavel Boček, Petr Somol, Pavel Pudil: Statistical Model of the 2001 Czech Census for Interactive Presentation. Journal of Official Statistics 4 (2010), 1-23.   Download
6. * Jiří Grim, Petr Somol, Michal Haindl, J. Daneš: Computer-Aided Evaluation of Screening Mammograms Based on Local Texture Models. IEEE Transactions on Image Processing 18:4 (2009), 765-773. Institute of Electrical and Electronics Engineers.
7. * Jiří Grim, J. Hora, Petr Somol, Pavel Boček, P. Pudil: Interaktivní statistický model dat ze sčítání lidu v České republice v r. 2001. Statistika: Statistics and Economy Journal 89:4 (2009), 285-299. Český Statistický Úřad.   Download
8. * Petr Somol, Jana Novovičová: Evaluating the Stability of Feature Selectors that Optimize Feature Subset Cardinality. Lecture Notes in Computer Science 5342 (2008), 956-966.   Download
10. * Jana Novovičová, Petr Somol, Michal Haindl, Pavel Pudil: Conditional Mutual Information Based Feature Selection for Classification Task. Lecture Notes in Computer Science 45:4756 (2007), 417-426.
11. * Petr Somol, Jana Novovičová, Pavel Pudil: Notes on the evolution of feature selection methodology. Kybernetika 43:5 (2007), 713-730. Ústav teorie informace a automatizace AV ČR, v. v. i..
12. * Jana Novovičová, Petr Somol, Pavel Pudil: Oscillating feature subset search algorithm for text categorization. Lecture Notes in Computer Science 44:4225 (2006), 578-587.
13. * Petr Somol, Jana Novovičová, Pavel Pudil: Flexible-hybrid sequential floating search in statistical feature selection. Lecture Notes in Computer Science 44:4109 (2006), 623-639.   Download
14. * Michal Haindl, Petr Somol, D. Ververidis, C. Kotropoulos: Feature Selection Based on Mutual Correlation. Lecture Notes in Computer Science 19:4225 (2006), 569-577.   Download
15. * Jiří Grim, Petr Somol, Michal Haindl, Pavel Pudil: Color Texture Segmentation by Decomposition of Gaussian Mixture Model. Lecture Notes in Computer Science 19:4225 (2006), 287-296.   Download
16. * Jiří Grim, Petr Somol, Pavel Pudil: Probabilistic neural network playing and learning Tic-Tac-Toe. Pattern Recognition Letters 26:12 (2005), 1866-1873. Elsevier.
17. * Petr Somol, B. Baesens, Pavel Pudil, J. Vanthienen: Filter- versus wrapper-based feature selection for credit scoring. International Journal of Intelligent Systems 20:10 (2005), 985-999. Wiley.   Download
18. * Petr Somol, Pavel Pudil, J. Kittler: Fast Branch & Bound algorithms for optimal feature selection. IEEE Transactions on Pattern Analysis and Machine Intelligence 26:7 (2004), 900-912. IEEE Computer Society.
19. * Jiří Grim, J. Kittler, Pavel Pudil, Petr Somol: Multiple classifier fusion in probabilistic neural networks. Pattern Analysis and Applications 5:7 (2002), 221-233.
20. * Pavel Pudil, Jana Novovičová, Petr Somol: Feature selection toolbox software package. Pattern Recognition Letters 23:4 (2002), 487-492. Elsevier.
21. * Petr Somol, Pavel Pudil: Feature selection toolbox. Pattern Recognition 35:12 (2002), 2749-2759. Elsevier.   Download
22. * Jiří Grim, Pavel Pudil, Petr Somol: Probabilistic information retrieval from census data based on distribution mixtures. Acta Oeconomica Pragensia 8:2 (2000), 41-47.
23. * Pavel Paclík, Jana Novovičová, Pavel Pudil, Petr Somol: Road sing classification using Laplace kernel classifier. Pattern Recognition Letters 21, 1165-1173. Elsevier.
24. * Pavel Pudil, Jana Novovičová, Petr Somol: Znalostní přístup k výběru nejinformativnějších proměnných pro rozhodovací problémy klasifikačního typu. Acta Oeconomica Pragensia 8:2 (2000), 11-24.
25. * Pavel Pudil, P. Pirožek, Petr Somol: Výběr nejinformativnějších faktorů při akvizici podniků pomocí metod rozpoznávání obrazů. Acta Oeconomica Pragensia 8:2 (2000), 143-159.
26. * Petr Somol, Pavel Pudil: Branch & Bound algoritmus s částečným řazením uzlů výpočetního stromu. Acta Oeconomica Pragensia 8:2 (2000), 33-40.
27. * Petr Somol, Pavel Pudil: Oscilační algoritmy pro vyhledávání příznaků. Acta Oeconomica Pragensia 8:2 (2000), 25-32.
28. * Petr Somol, Pavel Pudil, Jana Novovičová, Pavel Paclík: Adaptive floating search methods in feature selection. Pattern Recognition Letters 20, 1157-1163. Elsevier.   Download
29. * Pavel Pudil, Jana Novovičová, Petr Somol, Radislav Vrňata: Conceptual base of feature selection consulting system. Kybernetika 34:4 (1998), 451-460. Ústav teorie informace a automatizace AV ČR, v. v. i..

Conference papers (58)

1. T. Komárek, Petr Somol: Multiple Instance Learning with Bag-Level Randomized Trees. Machine Learning and Knowledge Discovery in Databases, 259-272. Springer International Publishing, Cham 2019.   Download
2. M. Flusser, T. Pevný, Petr Somol: Density-Approximating Neural Network Models for Anomaly Detection. ACM SIGKDD 2018 Workshop, 1-8. ACM, New York 2018.   Download
3. T. Komárek, Petr Somol: End-node Fingerprinting for Malware Detection on HTTPS Data. Proceedings of the 12th International Conference on Availability, Reliability and Security (ARES'17), 1-7. ACM, New York 2017.   Download
4. Petr Somol, T. Pevný: Discriminative Models for Multi-instance Problems with Tree Structure. Proceedings of the 9th ACM Workshop on Artificial Intelligence and Security 2016. ACM, New York 2016.   Download
5. T. Pevný, Petr Somol: Discriminative models for multi-instance problems with tree-structure. Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security (AISec'16), 83-91. ACM, New York 2016.   Download
6. V. Létal, T. Pevný, Václav Šmídl, Petr Somol: Finding New Malicious Domains Using Variational Bayes on Large-Scale Computer Network Data. NIPS Workshop: Advances in Approximate Bayesian Inference, 1-10. NIPS, Montréal, Canada 2015.   Download
7. Jiří Filip, Petr Somol: Materials Classification using Sparse Gray-Scale Bidirectional Reflectance Measurements. Computer Analysis of Images and Patterns - CAIP 2015, 289-299. Springer International Publishing, Switzerland 2015.   Download
8. P. Pudil, L. Blažek, O. Částek, P. Somol, Jiří Grim: Identification of Corporate Competitiveness Factors – Comparing Different Approaches. Proceedings of the International Conference on Management, Leadership and Governance 2013, 259-267. Academic Conferences and Publishing International Limited, Reading 2013.   Download
9. Petr Somol, Jiří Grim, Jiří Filip, P. Pudil: On Stopping Rules in Dependency-Aware Feature Ranking. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 286-293. Springer, Heidelberg 2013.   Download
10. Václav Kratochvíl, H. Kružík, P. Tůma, Jiří Vomlel, Petr Somol: Predikce hospitalizační mortality u akutního infarktu myokardu. Sborník příspěvků MEDSODFT 2011, 128-138. Creative Connections, s.r.o, Praha 2011.   Download
11. Petr Somol, Jiří Grim, P. Pudil: Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition. Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011), 502-509. IEEE, Piscataway 2011.   Download
12. Petr Somol, Jana Novovičová, Pavel Pudil: Improving Sequential Feature Selection Methods Performance by Means of Hybridization. Proc. 6th IASTED Int. Conf. on Advances in Computer Science and Engineering. ACTA Press, Calgary 2010.   Download
13. Petr Somol, Jiří Grim, Pavel Pudil: The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround. Proc. 2010 Int. Conf. on Pattern Recognition, 4396-4399. IEEE Computer Society, Istanbul 2010.   Download
14. Jiří Grim, Petr Somol, Pavel Pudil: Digital Image Forgery Detection by Local Statistical Models. 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 579-582. IEEE computer society, Los Alamitos, California 2010.   Download
15. * Petr Somol, Jiří Grim, Pavel Pudil: Criteria Ensembles in Feature Selection. Multiple Classifier Systems, LNCS 5519, 304-313. Springer, Berlin Heidelberg 2009.
16. Petr Somol, Jana Novovičová, Pavel Pudil: On the Over-Fitting Problem of Complex Feature Selection Methods. Proc. 5th International Computer Engineering Conference - A better Information Society Through the e@, 12-17. Cairo University, Káhira 2009.   Download
17. Jana Novovičová, Petr Somol, Pavel Pudil: A New Measure of Feature Selection Algorithms’ Stability. ICDMW '09: Proceedings of the 2009 IEEE International Conference on Data Mining Workshops, 382-387. IEEE Computer Society, Washington, DC, USA 2009.
18. * Petr Somol, Jana Novovičová, Pavel Pudil: Are Better Feature Selection Methods Actually Better? Discussion, Reasoning and Examples. Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2008, 246-253. INSTICC Press, Madeira 2008.   Download
19. * N. Vretos, V. Solachidis, Petr Somol, I. Pitas: Facial expression recognition using angle-related information from facial meshes. Proc. 16th European Signal Processing Conference (EUSIPCO- 2008), 1-5. EURASIP, Lausanne, Switzerland 2008.   Download
20. * Petr Somol, Jana Novovičová, Jiří Grim, Pavel Pudil: Dynamic Oscillating Search Algorithm for Feature Selection. ICPR 2008 Proceedings (Int. Conf. on Pattern Recognition), 2308-2311. IEEE Computer Society, Tampa, Florida 2008.   Download
21. * Jiří Grim, Jana Novovičová, Petr Somol: Structural Poisson Mixtures for Classification of Documents. Proceedings of the 19th International Conference on Pattern Recognition, 1324-1327. IEEE Press, Los Alamitos 2008.   Download
22. * Jiří Grim, Petr Somol, Pavel Pudil, I. Míková, M. Malec: Texture Oriented Image Inpainting based on Local Statistical Model. Proc. 10th IASTED Conf. on Signal & Image Processing, SIP 2008, 15-20. ACTA Press, Calgary 2008.   Download
23. * Pavel Pudil, Petr Somol, R. Střítecký: Methodology of selecting the most informative variables for decision-making problems of classification type. Proceedings 6th Int. Conf. on Information and Management Sciences, 1-18. California Polytechnic State University, USA, Lhasa, Tibet, China 2007.   Download
24. * Petr Somol, Pavel Pudil: Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. Proceedings of ICPR 2006 - The 18th International Conference on Pattern Recognition, 736-739. IEEEPress, Piscataway 2006.   Download
25. * Pavel Pudil, Petr Somol, Michal Haindl: Introduction to Statistical Pattern Recognition. MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, 163-170. West Bohemian University, Pilsen, Plzeň 2006.
26. * Jiří Grim, Michal Haindl, Petr Somol, Pavel Pudil: A subspace approach to texture modelling by using Gaussian mixtures. Proceedings of the 18th Conference on Pattern Recognition. ICPR 2006, 235-238. IEEE, Los Alamitos 2006.
27. * Michal Haindl, Pavel Pudil, Petr Somol: Pattern Recognition Based on Multidimensional Models. MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, 80-86. West Bohemian University, Pilsen, Plzeň 2006.
28. * Pavel Pudil, Petr Somol: An overview of feature selection techniques in statistical pattern recognition. Proceedings of the Sixtheenth Annual Symposium of the Pattern Recognition Association of South Africa, 1-14. University of Cape Town, Cape Town 2005.
29. * Jiří Grim, Petr Somol, Michal Haindl, Pavel Pudil: A statistical approach to local evalution of a single texture image. Proceedings of the Sixtheenth Annual Symposium of the Pattern Recognition Association of South Africa, 171-176. University of Cape Town, Cape Town 2005.
30. * Petr Somol, Michal Haindl: Novel path search algorithm for image stitching and advanced texture tiling. WSCG'2005. 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005. Proceedings, 155-162. Západočeská univerzita, Plzeň 2005.   Download
31. * Pavel Pudil, Petr Somol: Current feature selection techniques in pattern recognition. Advances in Soft Computing. . Proceedings of the 4th International Conference on Computer Recognition Systems, 53-68. Springer, Heidelberg 2005.
32. * Petr Somol, Pavel Pudil, Jiří Grim: On prediction mechanisms in Fast Branch & Bound algorithms. Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops SSPR 2004 and SPR 2004. Proceedings, 716-724. Springer, Berlin 2004.   Download
33. * Michal Haindl, Jiří Grim, Petr Somol, Pavel Pudil, M. Kudo: A Gaussian mixture-based colour texture model. Proceedings of the 17th IAPR International Conference on Pattern Recognition, 177-180. IEEE, Los Alamitos 2004.
34. * Jiří Grim, J. Hora, Pavel Boček, Petr Somol, P. Pudil: Information analysis of census data by using statistical models. Proceedings of the International Conference on Statistics - Investment in the Future, 1-7. Czech Statistical Office, Prague 2004.
35. * Jiří Grim, Petr Somol, Pavel Pudil, P. Just: Probabilistic neural network playing a simple game. Artificial Neural Networks in Pattern Recognition. Proceedings, 132-138. University of Florence, Florence 2003.
36. * Jiří Grim, Pavel Pudil, Petr Somol: Boosting in probabilistic neural networks. Proceedings of the 16th International Conference on Pattern Recognition, 136-139. IEEE Computer Society, Los Alamitos 2002.   Download
37. * Jiří Grim, J. Kittler, Pavel Pudil, Petr Somol: Information analysis of multiple classifier fusion. Lecture Notes in Computer Science. 2096. Multiple Classifier Systems, 168-177. Springer, Berlin 2001.
38. * J. Kittler, Pavel Pudil, Petr Somol: Advances in statistical feature selection. Lecture Notes in Computer Science. 2013. Advances in Pattern Recognition - ICAPR 2001. Proceedings, 425-434. Springer, Heidelberg 2001.
39. * Pavel Pudil, Petr Somol: Recent advances in methodology of feature selection for statistical pattern recognition. Computer Data Analysis and Modeling. Proceedings of the Sixth International Conference, 163-171. Belarussian State University, Minsk 2001.
40. * Petr Somol, Pavel Pudil, Jiří Grim: Branch & Bound algorithm with partial prediction for use with recursive and non-recursive criterion forms. Lecture Notes in Computer Science. 2013. Advances in Pattern Recognition - ICAPR 2001. Proceedings, 425-434. Springer, Heidelberg 2001.   Download
41. * Petr Somol, Pavel Pudil: Feature selection toolbox as a multi-purpose tool in pattern recognition. Pattern Recognition in Information Systems. Proceedings of the 1st International Workshop on Pattern Recognition in Information Systems, 91-102. ICEIS Press, Setúbal 2001.   Download
42. * Jiří Grim, Pavel Pudil, Petr Somol: Multivariate structural Bernoulli mixtures for recognition of handwritten numerals. Proceedings of the 15th International Conference on Pattern Recognition, 585-589. IEEE Computer Society, Los Alamitos 2000.
43. * Jiří Grim, Pavel Pudil, Petr Somol: Recognition of handwritten numerals by structural probabilistic neural networks. Proceedings of the Second ICSC Symposium on Neural Computation, 528-534. ICSC, Wetaskiwin 2000.   Download
44. * H. Mayer, Petr Somol, R. Huber, Pavel Pudil: Improving statistical measures of feature subsets by conventional and evolutionary approaches. Lecture Notes in Computer Science. 1876. Advances in Pattern Recognition. Proceedings, 77-86. Springer, Berlin 2000.
45. * Jiří Grim, J. Kittler, Pavel Pudil, Petr Somol: Combining multiple classifiers in probabilistic neural networks. Lecture Notes in Computer Science. 1857. Multiple Classifier Systems, 157-166. Springer, Berlin 2000.
46. * Petr Somol, Pavel Pudil: Oscillating search algorithms for feature selection. Proceedings of the 15th International Conference on Pattern Recognition, 406-409. IEEE Computer Society, Los Alamitos 2000.   Download
47. * H. Mayer, Petr Somol: Conventional and evolutionary feature selection of SAR data using a filter approach. Proceedings of SCI 2000. The 4th World Multiconference on Systemics, Cybernetics and Informatics, 427-433. IIIS, Orlando 2000.
48. * M. Kudo, Petr Somol, Pavel Pudil, M. Shimbo, J. Sklansky: Comparison of classifier-specific feature selection algorithms. Lecture Notes in Computer Science. 1876. Advances in Pattern Recognition, 677-686. Springer, Berlin 2000.
49. * Petr Somol, Pavel Pudil, F. J. Ferri, J. Kittler: Fast Branch & Bound algorithm in feature selection. Proceedings of SCI 2000. The 4th World Multiconference on Systemics, Cybernetics and Informatics, 646-651. IIIS, Orlando 2000.   Download
50. * Pavel Pudil, Jana Novovičová, Petr Somol: Knowledge based feature selection in statistical pattern recognition. International Symposium on Pattern Recognition. "In Memoriam Pierre Devijver", 129-134. Royal Military Academy, Brussels 1999.
51. * Pavel Paclík, Jana Novovičová, Pavel Pudil, Petr Somol: Road sign classification using the Laplace kernel classifier. Proceedings of the 11th Scandinavian Conference on Image Analysis, 275-282. Pattern Recognition Society Denmark, Lyngby 1999.
52. * Jiří Grim, Jana Novovičová, Pavel Pudil, Petr Somol, F. J. Ferri: Initializing normal mixtures of densities. Proceedings of the 14th International Conference on Pattern Recognition, 886-890. IEEE, Los Alamitos 1998.
53. * Pavel Pudil, Jana Novovičová, Petr Somol, Radislav Vrňata: Feature selection expert - user oriented approach. Methodology and concept of the system. Lecture Notes in Computer Science. 1451. Advances in Pattern Recognition. Proceedings, 573-582. Springer, Berlin 1998.
54. * Pavel Pudil, Jana Novovičová, Petr Somol, Radislav Vrňata: Conceptual base of feature selection consulting system. Proceedings of the 1st IAPR TC1 Workshop on Statistical Techniques in Pattern Recognition, 125-134. ÚTIA AV ČR, Praha 1997.
55. * Pavel Pudil, K. Fuka, J. Plešingr, Petr Somol, Radislav Vrňata: Vize a koncepce výstupu z projektu "Multidisciplinární přístupy k podpoře rozhodování v ekonomii a managementu". Multidisciplinární přístupy k podpoře rozhodování v ekonomii a managementu. Workshop '97 - Grant VS 96063, 41-49. FM JU, Jindřichův Hradec 1997.
56. * Pavel Pudil, Jana Novovičová, Petr Somol, Radislav Vrňata: User oriented approach to feature selection in statistical pattern recognition. Multidisciplinární přístupy k podpoře rozhodování v ekonomii a managementu. Workshop '97 grantu VS 96063, 15-26. Fakulta managementu JU, Jindřichův Hradec 1997.
57. * Petr Somol: Different approaches to initialization of the EM algorithm for use in Gaussian mixture modelling methods. Multidisciplinární přístupy k podpoře rozhodování v ekonomii a managementu. Workshop '97 grantu VS 96063, 85-91. Fakulta managementu JU, Jindřichův Hradec 1997.
58. * Jana Novovičová, Pavel Pudil, Petr Somol: Feature selection in statistical pattern recognition via modified model with latent structure. Computer-Intensive Methods in Control and Signal Processing. Preprints of the 2nd European IEEE Workshop CMP'96, 217-222. ÚTIA AV ČR, Praha 1996.

Other publications (23)

1. Radomír Vávra, Jiří Filip, P. Somol: A Comparison of Adaptive Sampling and Interpolation of 2D BRDF Subspaces. Research Report 2339. ÚTIA AV ČR, Praha 2013.   Download
2. Petr Somol, Jiří Grim: Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition Problems. Research Report 2295. ÚTIA AV ČR, v.v.i, Praha 2011.   Download
3. Petr Somol, Jana Novovičová, Pavel Pudil, J. Kittler: Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches. Research Report 2285. ÚTIA AV ČR, v.v.i, Praha 2010.
4. Petr Somol, Pavel Vácha, Stanislav Mikeš, Jan Hora, Pavel Pudil, Pavel Žid: Introduction to Feature Selection Toolbox 3 – The C++ Library for Subset Search, Data Modeling and Classification. Research Report 2287. ÚTIA, Praha 2010.   Download
5. Petr Somol, Pavel Pudil: Sequential Retreating Search Methods in Feature Selection. Research Report 2286. ÚTIA, Praha 2010.
6. * Petr Somol, Jana Novovičová: Evaluating Stability of Single and Multiple Feature Selectors that Optimize Feature Subset Cardinality. Research Report 2251. ÚTIA AV ČR, Praha 2009.
7. * Jiří Grim, Petr Somol: Diagnostic Enhancement of Screening Mammograms by Means of Local Texture Models. Research Report 2217. ÚTIA AV ČR, Praha 2008.
8. * Michal Haindl, Petr Somol: Statistical Analysis of Medical Images and Its Possible Impact on Medical Practice. International Conference Efficiency, Quality and Consumer Satisfaction in Healthcare and Welfare, 1-1. STAPRO, Praha 2007.
9. * Michal Haindl, Pavel Pudil, Petr Somol: Model-Based Visual Inspection. MATEO - The European Network of Mechatronics Centres and Industrial Controllers . UWB, Plzeň 2007.
10. * Pavel Pudil, Petr Somol, Michal Haindl: Selection of Most Informative Variables in Statistical Pattern Recognition. MATEO -The European Network of Mechatronics Centres and Industrial Controllers . UWB, Plzeň 2007.
11. * Petr Somol, Jana Novovičová: Does It Make Sense to Develop New Feature Selection Methods?. Research Report 2193. ÚTIA AV ČR, Praha 2007.
12. * Petr Somol, Jana Novovičová, Pavel Pudil: Advances in Feature Selection Methodology: an Overview of Recent ÚTIA Results. Interní publikace - DAR - ÚTIA 2006/21. ÚTIA AV ČR, Praha 2006.
13. * Petr Somol, Michal Haindl: Novel Path Search Algorithm for Image Stitching and Advanced Texture Tiling. ÚTIA AV ČR, Praha 2005.
14. * Michal Haindl, Jiří Filip, Petr Somol: Texturing Library - Reference Manual. Research Report 2142. ÚTIA AV ČR, Praha 2005.
15. * J. Meseth, P. Degener, R. Klein, Michal Haindl, Jiří Filip, Petr Somol: Texture Synthesis on Surfaces. Research Report 2141. ÚTIA AV ČR, Praha 2005.
16. * J. Meseth, G. Müller, R. Klein, Michal Haindl, Jiří Filip, Petr Somol, Pavel Žid: Specification and Prototype Description of Texture Mapping and Synthesis. Research Report 2107. ÚTIA AV ČR, Praha 2004.
17. * Michal Haindl, Jiří Filip, Petr Somol: Advances in BTF Modelling. Research Report 2119. ÚTIA AV ČR, Praha 2004.
18. * Michal Haindl, Jiří Filip, Petr Somol, Vojtěch Havlíček: RealReflect Library - Reference Manual. Research Report 2121. ÚTIA AV ČR, Praha 2004.
19. * Petr Somol, Michal Haindl: Texture Tiling and Patching with a Novel Path Search Algorithm for Quick and Realistic Texture Synthesis. Research Report 2122. ÚTIA AV ČR, Praha 2004.
20. * Michal Haindl, R. Klein, Jiří Filip, Petr Somol, J. Meseth: Specification and Prototype Description of BTF Database and Model. Research Report 2076. ÚTIA AV ČR, Praha 2003.
21. * Michal Haindl, Jiří Filip, Petr Somol, J. Meseth: BTF Parametric Database. Research Report 2090. ÚTIA AV ČR, Praha 2003.
22. * Michal Haindl, Jiří Filip, Petr Somol: Specification and Prototype Description of Texture Model. Research Report 2075. ÚTIA AV ČR, Praha 2002.