Petr Somol

  1. Grim Jiří, Somol PetrA 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. Somol Petr, Novovičová Jana, Pudil PavelModerní metody výběru příznaků ve statistickém rozpoznávání , Umělá inteligence 6, p. 424-468 , Eds: Mařík V., Štěpánková O., Lažanský J. [2013] Download
  3. Somol Petr, Novovičová Jana, Pudil PavelEfficient Feature Subset Selection and Subset Size Optimization , Pattern Recognition, Recent Advances, p. 75-98 , Eds: Herout A. [2010] Download
  4. Pudil Pavel, Novovičová Jana, Somol PetrRecent 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 PetrEfficient anomaly detection through surrogate neural networks , Neural Computing & Applications vol.34, 23 (2022), p. 20491-20505 [2022] Download DOI: 10.1007/s00521-022-07506-9
  2. Somol Petr, Novovičová JanaEvaluating 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.
  3. Somol Petr, Novovičová JanaEvaluating 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
  4. Grim Jiří, Somol Petr, Haindl Michal, Pudil PavelColor 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
  5. 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
  6. Novovičová Jana, Somol Petr, Pudil PavelOscillating feature subset search algorithm for text categorization , Lecture Notes in Computer Science vol.44, 4225 (2006), p. 578-587 [2006]
  7. Somol Petr, Novovičová Jana, Pudil PavelFlexible-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
  8. 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
  9. Grim Jiří, Somol Petr, Pudil PavelProbabilistic neural network playing and learning Tic-Tac-Toe , Pattern Recognition Letters vol.26, 12 (2005), p. 1866-1873 [2005]
  10. 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]
  11. Somol Petr, Pudil PavelFeature selection toolbox , Pattern Recognition vol.35, 12 (2002), p. 2749-2759 [2002] Download
  12. Grim Jiří, Kittler J., Pudil Pavel, Somol PetrMultiple classifier fusion in probabilistic neural networks , Pattern Analysis and Applications vol.5, 7 (2002), p. 221-233 [2002]
  13. Pudil Pavel, Novovičová Jana, Somol PetrFeature selection toolbox software package , Pattern Recognition Letters vol.23, 4 (2002), p. 487-492 [2002]
  14. Somol Petr, Pudil PavelBranch & Bound algoritmus s částečným řazením uzlů výpočetního stromu , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 33-40 [2000]
  15. Somol Petr, Pudil PavelOscilační algoritmy pro vyhledávání příznaků , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 25-32 [2000]

  1. Komárek T., Somol PetrMultiple 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 PetrDensity-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 PetrEnd-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 PetrDiscriminative 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 PetrFinding 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 PetrMaterials 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 PetrPredikce 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, Pudil PavelSequential Retreating Search Methods in Feature Selection, ÚTIA, (Praha 2010) Research Report 2286 [2010]
  12. Somol Petr, Grim Jiří, Pudil PavelThe 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
  13. Grim Jiří, Somol Petr, Pudil PavelDigital 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
  14. Somol Petr, Novovičová Jana, Pudil PavelImproving 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
  15. Somol Petr, Novovičová Jana, Pudil PavelOn 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
  16. Novovičová Jana, Somol Petr, Pudil PavelA 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]
  17. Somol Petr, Grim Jiří, Pudil PavelCriteria 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]
  18. Grim Jiří, Novovičová Jana, Somol PetrStructural 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
  19. Somol Petr, Novovičová Jana, Grim Jiří, Pudil PavelDynamic 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
  20. 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
  21. 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
  22. Somol Petr, Novovičová Jana, Pudil PavelAre 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
  23. Somol Petr, Novovičová JanaDoes It Make Sense to Develop New Feature Selection Methods?, ÚTIA AV ČR, (Praha 2007) Research Report 2193 [2007]
  24. 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
  25. Haindl Michal, Pudil Pavel, Somol PetrModel-Based Visual Inspection, UWB, (Plzeň 2007) Research Report [2007]
  26. Haindl Michal, Somol PetrStatistical 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]
  27. Pudil Pavel, Somol Petr, Haindl MichalIntroduction 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]
  28. Haindl Michal, Pudil Pavel, Somol PetrPattern 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]
  29. Grim Jiří, Haindl Michal, Somol Petr, Pudil PavelA 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]
  30. Somol Petr, Pudil PavelMulti-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
  31. Meseth J., Degener P., Klein R., Haindl Michal, Filip Jiří, Somol PetrTexture Synthesis on Surfaces, ÚTIA AV ČR, (Praha 2005) Research Report 2141 [2005]
  32. Haindl Michal, Filip Jiří, Somol PetrTexturing Library - Reference Manual, ÚTIA AV ČR, (Praha 2005) Research Report 2142 [2005]
  33. Somol Petr, Haindl MichalNovel Path Search Algorithm for Image Stitching and Advanced Texture Tiling, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/5 [2005]
  34. Pudil Pavel, Somol PetrCurrent 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]
  35. Somol Petr, Haindl MichalNovel 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
  36. Pudil Pavel, Somol PetrAn 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]
  37. Grim Jiří, Somol Petr, Haindl Michal, Pudil PavelA 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]
  38. Haindl Michal, Filip Jiří, Somol Petr, Havlíček VojtěchRealReflect Library - Reference Manual, ÚTIA AV ČR, (Praha 2004) Research Report 2121 [2004]
  39. Haindl Michal, Filip Jiří, Somol PetrAdvances in BTF Modelling, ÚTIA AV ČR, (Praha 2004) Research Report 2119 [2004]
  40. 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]
  41. Somol Petr, Pudil Pavel, Grim JiříOn 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
  42. 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]
  43. Haindl Michal, Filip Jiří, Somol Petr, Meseth J.BTF Parametric Database, ÚTIA AV ČR, (Praha 2003) Research Report 2090 [2003]
  44. 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]
  45. Haindl Michal, Filip Jiří, Somol PetrSpecification and Prototype Description of Texture Model, ÚTIA AV ČR, (Praha 2002) Research Report 2075 [2002]
  46. Grim Jiří, Pudil Pavel, Somol PetrBoosting 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
  47. Somol Petr, Pudil Pavel, Grim JiříBranch & 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
  48. Pudil Pavel, Somol PetrRecent 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]
  49. Somol Petr, Pudil PavelFeature 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
  50. Kittler J., Pudil Pavel, Somol PetrAdvances 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]
  51. Grim Jiří, Kittler J., Pudil Pavel, Somol PetrInformation 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]
  52. 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]
  53. 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
  54. Somol Petr, Pudil PavelOscillating 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
  55. Mayer H., Somol PetrConventional 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]
  56. Mayer H., Somol Petr, Huber R., Pudil PavelImproving 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]
  57. Grim Jiří, Pudil Pavel, Somol PetrMultivariate 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]
  58. Grim Jiří, Kittler J., Pudil Pavel, Somol PetrCombining 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]
  59. Grim Jiří, Pudil Pavel, Somol PetrRecognition 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
  60. Paclík Pavel, Novovičová Jana, Pudil Pavel, Somol PetrRoad 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]
  61. Pudil Pavel, Novovičová Jana, Somol PetrKnowledge 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]
  62. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata RadislavFeature 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]
  63. 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]
  64. Pudil Pavel, Fuka K., Plešingr J., Somol Petr, Vrňata RadislavVize 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]
  65. Somol PetrDifferent 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]
  66. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata RadislavUser 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]
  67. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata RadislavConceptual 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]
  68. Novovičová Jana, Pudil Pavel, Somol PetrFeature 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]