Petr Somol

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

  1. Flusser M., Somol Petr :  Efficient anomaly detection through surrogate neural networks , Neural Computing & Applications vol.34, 23 (2022), p. 20491-20505 [2022] Download Download DOI: 10.1007/s00521-022-07506-9
  2. Somol Petr, Grim Jiří, Novovičová Jana, Pudil P. :  Improving feature selection process resistance to failures caused by curse-of-dimensionality effects , Kybernetika vol.47, 3 (2011), p. 401-425 [2011] Download
  3. Somol Petr :  Feature Selection Software to Improve Accuracy and Reduce Cost in Automated Recognition Systems , ERCIM News vol.2011, 84 (2011), p. 54-54 [2011] Download
  4. Grim Jiří, Hora Jan, Boček Pavel, Somol Petr, Pudil Pavel :  Statistical Model of the 2001 Czech Census for Interactive Presentation , Journal of Official Statistics, 4 (2010), p. 1-23 [2010] Download
  5. Somol Petr, Novovičová Jana :  Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality , IEEE Transactions on Pattern Analysis and Machine Intelligence vol.32, 11 (2010), p. 1921-1939 [2010] Download DOI: 10.1109/TPAMI.2010.34.
  6. Grim Jiří, Hora J., Somol Petr, Boček Pavel, Pudil P. :  Interaktivní statistický model dat ze sčítání lidu v České republice v r. 2001 , Statistika: Statistics and Economy Journal vol.89, 4 (2009), p. 285-299 [2009] Download
  7. Grim Jiří, Somol Petr, Haindl Michal, Daneš J. :  Computer-Aided Evaluation of Screening Mammograms Based on Local Texture Models , IEEE Transactions on Image Processing vol.18, 4 (2009), p. 765-773 [2009] DOI: 10.1109/TIP.2008.2011168
  8. Somol Petr, Novovičová Jana :  Evaluating the Stability of Feature Selectors that Optimize Feature Subset Cardinality , Lecture Notes in Computer Science vol.2008, 5342 (2008), p. 956-966, Joint IAPR International Workshops SSPR 2008 and SPR 2008, (Orlando, US, 04.12.2008-06.12.2008) [2008] Download DOI: 10.1007/978-3-540-89689-0
  9. Pudil Pavel, Somol Petr :  Identifying the most informative variables for decision-making problems – a survey of recent approaches and accompanying problems , Acta Oeconomica Pragensia vol.16, 4 (2008), p. 37-55 [2008] Download
  10. Somol Petr, Novovičová Jana, Pudil Pavel :  Notes on the evolution of feature selection methodology , Kybernetika vol.43, 5 (2007), p. 713-730 [2007]
  11. Novovičová Jana, Somol Petr, Haindl Michal, Pudil Pavel :  Conditional Mutual Information Based Feature Selection for Classification Task , Lecture Notes in Computer Science vol.45, 4756 (2007), p. 417-426 [2007]
  12. Grim Jiří, Somol Petr, Haindl Michal, Pudil Pavel :  Color Texture Segmentation by Decomposition of Gaussian Mixture Model , Lecture Notes in Computer Science vol.19, 4225 (2006), p. 287-296, Iberoamerican Congress on Pattern Recognition. CIARP 2006 /11./, (Cancun, MX, 14.11.2006-17.11.2006) [2006] Download
  13. Haindl Michal, Somol Petr, Ververidis D., Kotropoulos C. :  Feature Selection Based on Mutual Correlation , Lecture Notes in Computer Science vol.19, 4225 (2006), p. 569-577, Iberoamerican Congress on Pattern Recognition. CIARP 2006 /11./, (Cancun, MX, 14.11.2006-17.11.2006) [2006] Download
  14. Novovičová Jana, Somol Petr, Pudil Pavel :  Oscillating feature subset search algorithm for text categorization , Lecture Notes in Computer Science vol.44, 4225 (2006), p. 578-587 [2006]
  15. Somol Petr, Novovičová Jana, Pudil Pavel :  Flexible-hybrid sequential floating search in statistical feature selection , Lecture Notes in Computer Science vol.44, 4109 (2006), p. 623-639, Joint IAPR International Workshops SSPR 2006 and SPR 2006, (Hong Kong, CN, 17.08.2006-19.08.2006) [2006] Download
  16. Somol Petr, Baesens B., Pudil Pavel, Vanthienen J. :  Filter- versus wrapper-based feature selection for credit scoring , International Journal of Intelligent Systems vol.20, 10 (2005), p. 985-999 [2005] Download
  17. Grim Jiří, Somol Petr, Pudil Pavel :  Probabilistic neural network playing and learning Tic-Tac-Toe , Pattern Recognition Letters vol.26, 12 (2005), p. 1866-1873 [2005]
  18. Somol Petr, Pudil Pavel, Kittler J. :  Fast Branch & Bound algorithms for optimal feature selection , IEEE Transactions on Pattern Analysis and Machine Intelligence vol.26, 7 (2004), p. 900-912 [2004]
  19. Somol Petr, Pudil Pavel :  Feature selection toolbox , Pattern Recognition vol.35, 12 (2002), p. 2749-2759 [2002] Download
  20. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Multiple classifier fusion in probabilistic neural networks , Pattern Analysis and Applications vol.5, 7 (2002), p. 221-233 [2002]
  21. Pudil Pavel, Novovičová Jana, Somol Petr :  Feature selection toolbox software package , Pattern Recognition Letters vol.23, 4 (2002), p. 487-492 [2002]
  22. Somol Petr, Pudil Pavel :  Branch & Bound algoritmus s částečným řazením uzlů výpočetního stromu , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 33-40 [2000]
  23. Somol Petr, Pudil Pavel :  Oscilační algoritmy pro vyhledávání příznaků , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 25-32 [2000]
  24. Pudil Pavel, Pirožek P., Somol Petr :  Výběr nejinformativnějších faktorů při akvizici podniků pomocí metod rozpoznávání obrazů , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 143-159 [2000]
  25. Pudil Pavel, Novovičová Jana, Somol Petr :  Znalostní přístup k výběru nejinformativnějších proměnných pro rozhodovací problémy klasifikačního typu , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 11-24 [2000]
  26. Grim Jiří, Pudil Pavel, Somol Petr :  Probabilistic information retrieval from census data based on distribution mixtures , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 41-47 [2000]
  27. Paclík Pavel, Novovičová Jana, Pudil Pavel, Somol Petr :  Road sing classification using Laplace kernel classifier , Pattern Recognition Letters vol.21, p. 1165-1173 [2000]
  28. Somol Petr, Pudil Pavel, Novovičová Jana, Paclík Pavel :  Adaptive floating search methods in feature selection , Pattern Recognition Letters vol.20, p. 1157-1163 [1999] Download
  29. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav :  Conceptual base of feature selection consulting system , Kybernetika vol.34, 4 (1998), p. 451-460 [1998]

  1. Komárek T., Somol Petr :  Multiple Instance Learning with Bag-Level Randomized Trees , Machine Learning and Knowledge Discovery in Databases, p. 259-272 , Eds: Berlingerio M., Bonchi F., Gärtner T., Hurley N., Ifrim G., Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), (Dublin, IE, 20180910) [2019] Download DOI: 10.1007/978-3-030-10925-7_16
  2. Flusser M., Pevný T., Somol Petr :  Density-Approximating Neural Network Models for Anomaly Detection , ACM SIGKDD 2018 Workshop, p. 1-8, ACM SIGKDD 2018 Workshop, (London, GB, 20180820) [2018] Download
  3. Komárek T., Somol Petr :  End-node Fingerprinting for Malware Detection on HTTPS Data , Proceedings of the 12th International Conference on Availability, Reliability and Security (ARES'17), p. 1-7, the 12th International Conference on Availability, Reliability and Security (ARES'17), (Reggio Calabria, IT, 20170829) [2017] Download DOI: 10.1145/3098954.3107007
  4. Pevný T., Somol Petr :  Discriminative models for multi-instance problems with tree-structure , Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security (AISec'16), p. 83-91, the 2016 ACM Workshop on Artificial Intelligence and Security (AISec'16), (Vienna, AT, 20161028) [2016] Download DOI: 10.1145/2996758.2996761
  5. Somol Petr, Pevný T. :  Discriminative Models for Multi-instance Problems with Tree Structure , Proceedings of the 9th ACM Workshop on Artificial Intelligence and Security 2016, 9th ACM Workshop on Artificial Intelligence and Security, (Vienna, AT, 28.10.2016) [2016] Download DOI: 10.1145/2996758.2996761
  6. Létal V., Pevný T., Šmídl Václav, Somol Petr :  Finding New Malicious Domains Using Variational Bayes on Large-Scale Computer Network Data , NIPS Workshop: Advances in Approximate Bayesian Inference, p. 1-10, NIPS workshop: Advances in Approximate Bayesian Inference, (Montreal, CA, 11.12.2015) [2015] Download
  7. Filip Jiří, Somol Petr :  Materials Classification using Sparse Gray-Scale Bidirectional Reflectance Measurements , Computer Analysis of Images and Patterns - CAIP 2015, p. 289-299 , Eds: Azzopardi George, Petkov Nicolai, 16th International Conference on Computer Analysis of Images and Patterns, (Valletta, MT, 02.09.2015-04.09.2015) [2015] Download DOI: 10.1007/978-3-319-23117-4_25
  8. Somol Petr, Grim Jiří, Filip Jiří, Pudil P. :  On Stopping Rules in Dependency-Aware Feature Ranking , Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p. 286-293, CIARP 2013, Iberoamerican Congress on Pattern Recognition /18./, (Havana, CU, 20.11.2013-23.11.2013) [2013] Download DOI: 10.1007/978-3-642-41822-8_36
  9. Kratochvíl Václav, Kružík H., Tůma P., Vomlel Jiří, Somol Petr :  Predikce hospitalizační mortality u akutního infarktu myokardu , Sborník příspěvků MEDSODFT 2011, p. 128-138, MEDSOFT 2011, (Roztoky u Prahy, CZ, 29.03.2011-30.03.2011) [2011] Download
  10. Somol Petr, Grim Jiří, Pudil P. :  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), p. 502-509, The 2011 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011), (Anchorage, Alaska, US, 09.10.2011-12.10.2011) [2011] Download DOI: 10.1109/ICSMC.2011.6083733
  11. Somol Petr, Grim Jiří :  Fast Dependency-Aware Feature Selection in Very-High-Dimensional Pattern Recognition Problems, ÚTIA AV ČR, v.v.i, (Praha 2011) Research Report 2295 [2011] Download
  12. Somol Petr, Vácha Pavel, Mikeš Stanislav, Hora Jan, Pudil Pavel, Žid Pavel :  Introduction to Feature Selection Toolbox 3 – The C++ Library for Subset Search, Data Modeling and Classification, ÚTIA, (Praha 2010) Research Report 2287 [2010] Download
  13. Somol Petr, Pudil Pavel :  Sequential Retreating Search Methods in Feature Selection, ÚTIA, (Praha 2010) Research Report 2286 [2010]
  14. Somol Petr, Novovičová Jana, Pudil Pavel, Kittler J. :  Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches, ÚTIA AV ČR, v.v.i, (Praha 2010) Research Report 2285 [2010]
  15. Somol Petr, Grim Jiří, Pudil Pavel :  The Problem of Fragile Feature Subset Preference in Feature Selection Methods and A Proposal of Algorithmic Workaround , Proc. 2010 Int. Conf. on Pattern Recognition, p. 4396-4399, 20th International Conference on Pattern Recognition, (Istanbul, TR, 23.08.2010-26.08.2010) [2010] Download
  16. Grim Jiří, Somol Petr, Pudil Pavel :  Digital Image Forgery Detection by Local Statistical Models , 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, p. 579-582 , Eds: Echizen Isao, Pan Jeng-Shyang, Fellner Dieter, Nouak Alexander, Kuijper Arjan, Jain Lakhmi C., 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), (Darmstadt, DE, 15.10.2010-17.10.2010) [2010] Download DOI: 10.1109/IIHMSP.2010.147
  17. Somol Petr, Novovičová Jana, Pudil Pavel :  Improving Sequential Feature Selection Methods Performance by Means of Hybridization , Proc. 6th IASTED Int. Conf. on Advances in Computer Science and Engineering , Eds: Rafea , Advances in Computer Science and Engineering, (Sharm El Sheikh, EG, 15.03.2010-17.03.2010) [2010] Download
  18. Somol Petr, Novovičová Jana, Pudil Pavel :  On the Over-Fitting Problem of Complex Feature Selection Methods , Proc. 5th International Computer Engineering Conference - A better Information Society Through the e@, p. 12-17, 5th International Computer Engineering Conference - A better Information Society Through the e@, (Káhira, EG, 27.12.2009-28.12.2009) [2009] Download
  19. Novovičová Jana, Somol Petr, Pudil Pavel :  A New Measure of Feature Selection Algorithms’ Stability , ICDMW '09: Proceedings of the 2009 IEEE International Conference on Data Mining Workshops, p. 382-387, ICDMW '09: International Conference on Data Mining Workshops, (Miami, Florida, US, 06.12.2009-09.12.2009) [2009]
  20. Somol Petr, Grim Jiří, Pudil Pavel :  Criteria Ensembles in Feature Selection , Multiple Classifier Systems, LNCS 5519, p. 304-313 , Eds: Benediktsson J.A., Kittler J., Roli F., Multiple Classifier Systems, (Reykjavik, IS, 10.06.2009-12.06.2009) [2009]
  21. Somol Petr, Novovičová Jana :  Evaluating Stability of Single and Multiple Feature Selectors that Optimize Feature Subset Cardinality, ÚTIA AV ČR, (Praha 2009) Research Report 2251 [2009]
  22. Grim Jiří, Novovičová Jana, Somol Petr :  Structural Poisson Mixtures for Classification of Documents , Proceedings of the 19th International Conference on Pattern Recognition, p. 1324-1327, 19th International Conference on Pattern Recognition, (Tampa, US, 07.12.2008-11.12.2008) [2008] Download
  23. Somol Petr, Novovičová Jana, Grim Jiří, Pudil Pavel :  Dynamic Oscillating Search Algorithm for Feature Selection , ICPR 2008 Proceedings (Int. Conf. on Pattern Recognition), p. 2308-2311, ICPR 2008 (Int. Conf. on Pattern Recognition), (Tampa, Florida, US, 07.12.2008-11.12.2008) [2008] Download
  24. Grim Jiří, Somol Petr, Pudil Pavel, Míková I., Malec M. :  Texture Oriented Image Inpainting based on Local Statistical Model , Proc. 10th IASTED Conf. on Signal & Image Processing, SIP 2008, p. 15-20 , Eds: Cristea P., 10th IASTED Conf. on Signal & Image Processing, SIP 2008, (Kailua-Kona, HI, US, 18.08.2008-20.08.2008) [2008] Download
  25. Vretos N., Solachidis V., Somol Petr, Pitas I. :  Facial expression recognition using angle-related information from facial meshes , Proc. 16th European Signal Processing Conference (EUSIPCO- 2008), p. 1-5, 16th European Signal Processing Conference (EUSIPCO- 2008), (Lausanne, CH, 25.08.2008-29.08.2008) [2008] Download
  26. Grim Jiří, Somol Petr :  Diagnostic Enhancement of Screening Mammograms by Means of Local Texture Models, ÚTIA AV ČR, (Praha 2008) Research Report 2217 [2008]
  27. Somol Petr, Novovičová Jana, Pudil Pavel :  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, p. 246-253, International Conference on Health Informatics, (Funchal Madeira, PT, 28.01.2008-31.01.2008) [2008] Download
  28. Somol Petr, Novovičová Jana :  Does It Make Sense to Develop New Feature Selection Methods?, ÚTIA AV ČR, (Praha 2007) Research Report 2193 [2007]
  29. Pudil Pavel, Somol Petr, Střítecký R. :  Methodology of selecting the most informative variables for decision-making problems of classification type , Proceedings 6th Int. Conf. on Information and Management Sciences, p. 1-18 , Eds: Lee Tien Sheng, Liu Yankui, Zhao Xiande, 6th Int. Conf. on Information and Management Sciences, (Lhasa, Tibet, CN, 01.07.2007-06.07.2007) [2007] Download
  30. Pudil Pavel, Somol Petr, Haindl Michal :  Selection of Most Informative Variables in Statistical Pattern Recognition, UWB, (Plzeň 2007) Research Report [2007]
  31. Haindl Michal, Pudil Pavel, Somol Petr :  Model-Based Visual Inspection, UWB, (Plzeň 2007) Research Report [2007]
  32. Haindl Michal, Somol Petr :  Statistical Analysis of Medical Images and Its Possible Impact on Medical Practice , International Conference Efficiency, Quality and Consumer Satisfaction in Healthcare and Welfare, p. 1-1, International Conference Efficiency, Quality and Consumer Satisfaction in Healthcare and Welfare, (Praha, CZ, 07.03.2007-08.03.2007) [2007]
  33. Pudil Pavel, Somol Petr, Haindl Michal :  Introduction to Statistical Pattern Recognition , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, p. 163-170 , Eds: Troblova , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, (Železná Ruda, CZ, 14.12.2006-16.12.2006) [2006]
  34. Haindl Michal, Pudil Pavel, Somol Petr :  Pattern Recognition Based on Multidimensional Models , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, p. 80-86 , Eds: Troblova , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, (Železná Ruda, CZ, 14.12.2006-16.12.2006) [2006]
  35. Somol Petr, Novovičová Jana, Pudil Pavel :  Advances in Feature Selection Methodology: an Overview of Recent ÚTIA Results, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/21 [2006]
  36. Grim Jiří, Haindl Michal, Somol Petr, Pudil Pavel :  A subspace approach to texture modelling by using Gaussian mixtures , Proceedings of the 18th Conference on Pattern Recognition. ICPR 2006, p. 235-238 , Eds: Haralic B., Ho T. K., International Conference on Pattern Recognition /18./, (Hong-Kong, CN, 20.08.2006-24.08.2006) [2006]
  37. Somol Petr, Pudil Pavel :  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, p. 736-739 , Eds: Tang Y.Y., Wang S.P., Yeung D.S., Yan H., Lorette G., ICPR 2006 - The 18th International Conference on Pattern Recognition, (Hong Kong, CN, 20.08.2006-24.08.2006) [2006] Download
  38. Meseth J., Degener P., Klein R., Haindl Michal, Filip Jiří, Somol Petr :  Texture Synthesis on Surfaces, ÚTIA AV ČR, (Praha 2005) Research Report 2141 [2005]
  39. Haindl Michal, Filip Jiří, Somol Petr :  Texturing Library - Reference Manual, ÚTIA AV ČR, (Praha 2005) Research Report 2142 [2005]
  40. Somol Petr, Haindl Michal :  Novel Path Search Algorithm for Image Stitching and Advanced Texture Tiling, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/5 [2005]
  41. Pudil Pavel, Somol Petr :  Current feature selection techniques in pattern recognition , Proceedings of the 4th International Conference on Computer Recognition Systems, p. 53-68 , Eds: Kurzynski M., Puchala E., Wozniak M., Springer, (Heidelberg 2005) Advances in Soft Computing. , CORES'05 /4./, (Rydzyna, PL, 22.05.2005-25.05.2005) [2005]
  42. Somol Petr, Haindl Michal :  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, p. 155-162 , Eds: Skála V., Západočeská univerzita, (Plzeň 2005) , WSCG 2005 /13./, (Plzeň, CZ, 31.01.2005-04.02.2005) [2005] Download
  43. Pudil Pavel, Somol Petr :  An overview of feature selection techniques in statistical pattern recognition , Proceedings of the Sixtheenth Annual Symposium of the Pattern Recognition Association of South Africa, p. 1-14 , Eds: Nicolls F., Symposium of the Pattern Recognition Association of South Africa /16./, (Cape Town, ZA, 23.11.2005-25.11.2005) [2005]
  44. Grim Jiří, Somol Petr, Haindl Michal, Pudil Pavel :  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, p. 171-176 , Eds: Nicolls F., Annual Symposium of the Pattern Recognition Association of South Africa /16./, (Langebaan, ZA, 23.11.2005-25.11.2005) [2005]
  45. Somol Petr, Haindl Michal :  Texture Tiling and Patching with a Novel Path Search Algorithm for Quick and Realistic Texture Synthesis, ÚTIA AV ČR, (Praha 2004) Research Report 2122 [2004]
  46. Haindl Michal, Filip Jiří, Somol Petr, Havlíček Vojtěch :  RealReflect Library - Reference Manual, ÚTIA AV ČR, (Praha 2004) Research Report 2121 [2004]
  47. Haindl Michal, Filip Jiří, Somol Petr :  Advances in BTF Modelling, ÚTIA AV ČR, (Praha 2004) Research Report 2119 [2004]
  48. Meseth J., Müller G., Klein R., Haindl Michal, Filip Jiří, Somol Petr, Žid Pavel :  Specification and Prototype Description of Texture Mapping and Synthesis, ÚTIA AV ČR, (Praha 2004) Research Report 2107 [2004]
  49. Grim Jiří, Hora J., Boček Pavel, Somol Petr, Pudil P. :  Information analysis of census data by using statistical models , Proceedings of the International Conference on Statistics - Investment in the Future, p. 1-7 , Eds: Krovák J., Statistics - Investment in the Future, (Prague, CZ, 06.09.2004-07.09.2004) [2004]
  50. Somol Petr, Pudil Pavel, Grim Jiří :  On prediction mechanisms in Fast Branch & Bound algorithms , Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops SSPR 2004 and SPR 2004. Proceedings, p. 716-724, Joint IAPR Workshops SSPR 2004 and SPR 2004, (Lisbon, PT, 18.08.2004-20.08.2004) [2004] Download
  51. Haindl Michal, Grim Jiří, Somol Petr, Pudil Pavel, Kudo M. :  A Gaussian mixture-based colour texture model , Proceedings of the 17th IAPR International Conference on Pattern Recognition, p. 177-180, International Conference on Pattern Recognition /17./, (Cambridge, GB, 23.08.2004-26.08.2004) [2004]
  52. Haindl Michal, Filip Jiří, Somol Petr, Meseth J. :  BTF Parametric Database, ÚTIA AV ČR, (Praha 2003) Research Report 2090 [2003]
  53. Grim Jiří, Somol Petr, Pudil Pavel, Just P. :  Probabilistic neural network playing a simple game , Artificial Neural Networks in Pattern Recognition. Proceedings, p. 132-138 , Eds: Marinai S., Gori M., University of Florence, (Florence 2003) , IAPR TC3 Workshop 2003 /1./, (Florence, IT, 12.09.2003-13.09.2003) [2003]
  54. Haindl Michal, Klein R., Filip Jiří, Somol Petr, Meseth J. :  Specification and Prototype Description of BTF Database and Model, ÚTIA AV ČR, (Praha 2003) Research Report 2076 [2003]
  55. Haindl Michal, Filip Jiří, Somol Petr :  Specification and Prototype Description of Texture Model, ÚTIA AV ČR, (Praha 2002) Research Report 2075 [2002]
  56. Grim Jiří, Pudil Pavel, Somol Petr :  Boosting in probabilistic neural networks , Proceedings of the 16th International Conference on Pattern Recognition, p. 136-139 , Eds: Kasturi R., Laurendeau D., Suen C., IEEE Computer Society, (Los Alamitos 2002) , International Conference on Pattern Recognition /16./, (Québec City, CA, 11.08.2002-15.08.2002) [2002] Download
  57. Somol Petr, Pudil Pavel, Grim Jiří :  Branch & Bound algorithm with partial prediction for use with recursive and non-recursive criterion forms , Advances in Pattern Recognition - ICAPR 2001. Proceedings, p. 425-434 , Eds: Singh S., Murshed N., Kropatsch W., Springer, (Heidelberg 2001) Lecture Notes in Computer Science. vol.2013 , ICAPR /2./, (Rio de Janeiro, BR, 11.03.2001-14.03.2001) [2001] Download
  58. Pudil Pavel, Somol Petr :  Recent advances in methodology of feature selection for statistical pattern recognition , Computer Data Analysis and Modeling. Proceedings of the Sixth International Conference, p. 163-171 , Eds: Aivazian S., Kharin Y., Rieder H., Belarussian State University, (Minsk 2001) , Computer Data Analysis and Modeling, (Minsk, BY, 10.09.2001-14.09.2001) [2001]
  59. Somol Petr, Pudil Pavel :  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, p. 91-102 , Eds: Fred A., Jain A. K., ICEIS Press, (Setúbal 2001) , PRIS 2001 /1./, (Setúbal, PT, 06.07.2001-07.07.2001) [2001] Download
  60. Kittler J., Pudil Pavel, Somol Petr :  Advances in statistical feature selection , Advances in Pattern Recognition - ICAPR 2001. Proceedings, p. 425-434 , Eds: Singh S., Murshed N., Kropatsch W., Springer, (Heidelberg 2001) Lecture Notes in Computer Science. vol.2013 , ICAPR /2./, (Rio de Janeiro, BR, 11.03.2001-14.03.2001) [2001]
  61. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Information analysis of multiple classifier fusion , Multiple Classifier Systems, p. 168-177 , Eds: Kittler J., Roli F., Springer, (Berlin 2001) Lecture Notes in Computer Science. vol.2096 , Multiple Classifier Systems. MCS 2001, (Cambridge, GB, 02.07.2001-04.07.2001) [2001]
  62. Somol Petr :  Algoritmy a programová realizace řešení problémů redukce vysoké dimenzionality vstupních dat ve statistickém rozpoznávání obrazů. Doktorská disertační práce, ( 2000) [2000]
  63. Kudo M., Somol Petr, Pudil Pavel, Shimbo M., Sklansky J. :  Comparison of classifier-specific feature selection algorithms , Advances in Pattern Recognition, p. 677-686 , Eds: Ferri J., Inesta M. J., Amin A., Pudil P., Springer, (Berlin 2000) Lecture Notes in Computer Science. vol.1876 , Joint IAPR International Workshops SSPR 2000 and SPR 2000, (Alicante, ES, 30.08.2000-01.09.2000) [2000]
  64. Somol Petr, Pudil Pavel, Ferri F. J., Kittler J. :  Fast Branch & Bound algorithm in feature selection , Proceedings of SCI 2000. The 4th World Multiconference on Systemics, Cybernetics and Informatics, p. 646-651 , Eds: Sanchez B., Pineda M. J., Wolfmann J., IIIS, (Orlando 2000) , World Multiconference on Systemics, Cybernetics and Informatics /4./, (Orlando, US, 23.07.2000-26.07.2000) [2000] Download
  65. Somol Petr, Pudil Pavel :  Oscillating search algorithms for feature selection , Proceedings of the 15th International Conference on Pattern Recognition, p. 406-409 , Eds: Sanfeliu A., Villanueva J. J., Vanrell M., IEEE Computer Society, (Los Alamitos 2000) , International Conference on Pattern Recognition /15./, (Barcelona, ES, 03.09.2000-07.09.2000) [2000] Download
  66. Mayer H., Somol Petr :  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, p. 427-433, IIIS, (Orlando 2000) , World Multiconference on Systemics, Cybernetics and Informatics /4./, (Orlando, US, 23.07.2000-26.07.2000) [2000]
  67. Mayer H., Somol Petr, Huber R., Pudil Pavel :  Improving statistical measures of feature subsets by conventional and evolutionary approaches , Advances in Pattern Recognition. Proceedings, p. 77-86 , Eds: Ferri J. F., Inesta M. J., Amin A., Pudil P., Springer, (Berlin 2000) Lecture Notes in Computer Science. vol.1876 , Joint IAPR International Workshops SSPR 2000 and SPR 2000, (Alicante, ES, 30.08.2000-01.09.2000) [2000]
  68. Grim Jiří, Pudil Pavel, Somol Petr :  Multivariate structural Bernoulli mixtures for recognition of handwritten numerals , Proceedings of the 15th International Conference on Pattern Recognition, p. 585-589 , Eds: Sanfeliu A., Villanueva J. J., Vanrell M., IEEE Computer Society, (Los Alamitos 2000) , International Conference on Pattern Recognition /15./, (Barcelona, ES, 03.09.2000-07.09.2000) [2000]
  69. Grim Jiří, Kittler J., Pudil Pavel, Somol Petr :  Combining multiple classifiers in probabilistic neural networks , Multiple Classifier Systems, p. 157-166 , Eds: Kittler J., Roli F., Springer, (Berlin 2000) Lecture Notes in Computer Science. vol.1857 , First International Workshop MCS 2000, (Cagliari, IT, 21.06.2000-23.06.2000) [2000]
  70. Grim Jiří, Pudil Pavel, Somol Petr :  Recognition of handwritten numerals by structural probabilistic neural networks , Proceedings of the Second ICSC Symposium on Neural Computation, p. 528-534 , Eds: Bothe H., Rojas R., ICSC, (Wetaskiwin 2000) , NC 2000, (Berlin, DE, 23.05.2000-26.05.2000) [2000] Download
  71. Paclík Pavel, Novovičová Jana, Pudil Pavel, Somol Petr :  Road sign classification using the Laplace kernel classifier , Proceedings of the 11th Scandinavian Conference on Image Analysis, p. 275-282 , Eds: Bjarne K. E., Peter J., Pattern Recognition Society Denmark, (Lyngby 1999) , SCIA '99 /11./, (Kangerlussuaq, GL, 07.06.1999-11.06.1999) [1999]
  72. Pudil Pavel, Novovičová Jana, Somol Petr :  Knowledge based feature selection in statistical pattern recognition , International Symposium on Pattern Recognition. "In Memoriam Pierre Devijver", p. 129-134 , Eds: Perneel Ch., Royal Military Academy, (Brussels 1999) , International Symposium on Pattern Recognition, (Brussels, BE, 12.02.1999) [1999]
  73. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav :  Feature selection expert - user oriented approach. Methodology and concept of the system , Advances in Pattern Recognition. Proceedings, p. 573-582 , Eds: Amin A., Dori D., Pudil P., Freeman H., Springer, (Berlin 1998) Lecture Notes in Computer Science. vol.1451 , Joint IAPR International Workshops SSPR'98 and SPR'98, (Sydney, AU, 11.08.1998-13.08.1998) [1998]
  74. Grim Jiří, Novovičová Jana, Pudil Pavel, Somol Petr, Ferri F. J. :  Initializing normal mixtures of densities , Proceedings of the 14th International Conference on Pattern Recognition, p. 886-890 , Eds: Jain A. K., Venkatesh S., Lovell B. C., IEEE, (Los Alamitos 1998) , ICPR '98 /14./, (Brisbane, AU, 16.08.1998-20.08.1998) [1998]
  75. Pudil Pavel, Fuka K., Plešingr J., Somol Petr, Vrňata Radislav :  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, p. 41-49 , Eds: Plešingr J., FM JU, (Jindřichův Hradec 1997) , Workshop '97 - Grant VS 96063, (Jindřichův Hradec, CZ, 12.11.1997-13.11.1997) [1997]
  76. Somol Petr :  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, p. 85-91 , Eds: Plešingr J., Fakulta managementu JU, (Jindřichův Hradec 1997) , Workshop '97 - Grant VS 96063, (Jindřichův Hradec, CZ, 12.11.1997-13.11.1997) [1997]
  77. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav :  User oriented approach to feature selection in statistical pattern recognition , Multidisciplinární přístupy k podpoře rozhodování v ekonomii a managementu. Workshop '97 grantu VS 96063, p. 15-26 , Eds: Plešingr J., Fakulta managementu JU, (Jindřichův Hradec 1997) , Workshop '97 - Grant VS 96063, (Jindřichův Hradec, CZ, 12.11.1997-13.11.1997) [1997]
  78. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav :  Conceptual base of feature selection consulting system , Proceedings of the 1st IAPR TC1 Workshop on Statistical Techniques in Pattern Recognition, p. 125-134 , Eds: Pudil P., Novovičová J., Grim J., ÚTIA AV ČR, (Praha 1997) , STIPR '97 /1./, (Prague, CZ, 09.06.1997-11.06.1997) [1997]
  79. Novovičová Jana, Pudil Pavel, Somol Petr :  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, p. 217-222 , Eds: Berec L., Rojíček J., Kárný M., Warwick K., ÚTIA AV ČR, (Praha 1996) , European IEEE Workshop CMP'96 /2./, (Prague, CZ, 28.08.1996-30.08.1996) [1996]