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Bibliography

Pavel Pudil

  1. 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
  2. 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
  3. 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]
  4. Grim Jiří, Boček Pavel, Pudil Pavel :  Interaktivní prezentace výsledků sčítání lidu pomocí pravděpodobnostních modelů se zaručenou ochranou anonymity dat , Manažerské rozhledy FM 2001. Sborník příspěvků, p. 13-18 , Eds: Pudil P., VŠE, (Jindřichův Hradec 2002) [2002]
  5. Pudil Pavel, Říhová Z. :  Učící se metody rozpoznávání a jejich použití v ekonomii a managementu , Manažerské rozhledy FM 2000. Sborník příspěvků FM JU, p. 81-90, VŠE, (Praha 2001) [2001]
  6. Pudil Pavel :  Multidisciplinární podpora managementu. Vědecký sborník VŠE v Praze, University of Economics, (Prague 2000) [2000]
  7. Pudil Pavel, Novovičová Jana :  Novel methods for feature subset selection with respect to problem knowledge , Feature Extraction, Construction and Selection: A Data Mining Perspective, p. 101-116 , Eds: Liu H., Motoda H., Kluwer Academic, (Boston 1998) [1998]
  8. Novovičová Jana, Pudil Pavel :  Feature selection and classification by modified model with latent structure , Dealing with Complexity. A Neural Networks Approach, p. 126-138 , Eds: Kárný M., Warwick K., Kůrková V., Springer, (London 1997) [1997]

  1. 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
  2. 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
  3. Somol Petr, Novovičová Jana, Pudil Pavel :  Notes on the evolution of feature selection methodology , Kybernetika vol.43, 5 (2007), p. 713-730 [2007]
  4. 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]
  5. 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
  6. 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]
  7. 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
  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 Pavel :  Probabilistic neural network playing and learning Tic-Tac-Toe , Pattern Recognition Letters vol.26, 12 (2005), p. 1866-1873 [2005]
  10. Grim Jiří, Hora J., Pudil Pavel :  Interaktivní reprodukce výsledků sčítání lidu pomocí statistického modelu se zaručenou ochranou anonymity dat , Statistika: Statistics and Economy Journal vol.40, 5 (2004), p. 400-414 [2004]
  11. 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]
  12. Grim Jiří, Just P., Pudil Pavel :  Strictly modular probabilistic neural networks for pattern recognition , Neural Network World vol.13, 6 (2003), p. 599-615 [2003]
  13. Somol Petr, Pudil Pavel :  Feature selection toolbox , Pattern Recognition vol.35, 12 (2002), p. 2749-2759 [2002] Download
  14. 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]
  15. Pudil Pavel, Novovičová Jana, Somol Petr :  Feature selection toolbox software package , Pattern Recognition Letters vol.23, 4 (2002), p. 487-492 [2002]
  16. Pudil Pavel, Haindl Michal :  Czech Pattern Recognition Society , IAPR Newsletter vol.23, 3 (2001), p. 4-5 [2001]
  17. Somol Petr, Pudil Pavel :  Branch & Bound algoritmus s částečným řazením uzlů výpočetního stromu , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 33-40 [2000]
  18. Somol Petr, Pudil Pavel :  Oscilační algoritmy pro vyhledávání příznaků , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 25-32 [2000]
  19. 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]
  20. 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]
  21. Fuka K., Pudil Pavel :  Objektová analýza a návrh systému pro podporu rozhodování. Výsledky a zhodnocení , Acta Oeconomica Pragensia vol.8, 2 (2000), p. 60-70 [2000]
  22. 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]
  23. Paclík Pavel, Novovičová Jana, Pudil Pavel, Somol Petr :  Road sing classification using Laplace kernel classifier , Pattern Recognition Letters vol.21, p. 1165-1173 [2000]
  24. 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
  25. Pudil Pavel, Paterson M. :  Improving the quality of decision-making in health care management: A project report from the Nevada/Bohemia health management education partnership , Journal of Health Administration Education vol.16, 2 (1998), p. 255-262 [1998]
  26. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav :  Conceptual base of feature selection consulting system , Kybernetika vol.34, 4 (1998), p. 451-460 [1998]
  27. Pudil Pavel, Novovičová Jana :  Novel methods for subset selection with respect to problem knowledge , IEEE Intelligent Systems vol.13, 2 (1998), p. 66-74 [1998]
  28. Říhová Z., Pudil Pavel :  Šíření a využívání informací z hlediska participativního rozhodování , Acta Oeconomica Pragensia vol.5, 1 (1997), p. 93-101 [1997]
  29. Pudil Pavel, Haindl Michal :  Statistical techniques in pattern recognition , ERCIM News, p. 57 [1997]
  30. Novovičová Jana, Pudil Pavel, Kittler J. :  Divergence based feature selection for multimodal class densities , IEEE Transactions on Pattern Analysis and Machine Intelligence vol.18, 1 (1996), p. 218-223 [1996]
  31. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  Feature selection based on the approximation of class densities by finite mixtures of special type , Pattern Recognition vol.28, 9 (1995), p. 1389-1398 [1995]
  32. Pudil Pavel, Novovičová Jana, Kittler J. :  Floating search methods in feature selection , Pattern Recognition Letters vol.15, p. 1119-1125 [1994] Download
  33. Pudil Pavel, Novovičová Jana, Kittler J. :  The Max-Min approach to feature selection: its foundations and practical potential , Indian Journal of Pure and Applied Mathematics vol.25, p. 71-84 [1994]
  34. Pudil Pavel, Novovičová Jana, Kittler J. :  Simultaneous learning of decision rules and important attributes for classification problems in image analysis , Image and Vision Computing vol.12, 3 (1994), p. 193-198 [1994]
  35. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  An analysis of the Max-Min approach to feature selection and ordering , Pattern Recognition Letters vol.14, 11 (1993), p. 841-847 [1993]
  36. Pudil Pavel, Novovičová Jana, Bláha Svatopluk :  Statistical Approach to Pattern Recognition: Theory and Practical Solution by Means of PREDITAS System , Kybernetika vol.27, 6 (1991), p. příloha 57-78 [1991]
  37. Pudil Pavel, Novovičová Jana, Bláha Svatopluk :  Statistical Approach to Pattern Recognition: Theory and Practical Solution by Means of PREDITAS System , Kybernetika vol.27, 5 (1991), p. 41-56 [1991]
  38. Pudil Pavel, Novovičová Jana, Bláha Svatopluk :  Statistical Approach to Pattern Recognition: Theory and Practical Solution by Means of PREDITAS System , Kybernetika vol.27, 2 (1991), p. 25-40/příl. [1991]
  39. Pudil Pavel, Novovičová Jana, Bláha Svatopluk :  Statistical Approach to Pattern Recognition: Theory and Practical Solution by Means of PREDITAS System , Kybernetika vol.27, 1 (1991), p. 1-24/příl. [1991]

  1. 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
  2. Somol Petr, Pudil Pavel :  Sequential Retreating Search Methods in Feature Selection, ÚTIA, (Praha 2010) Research Report 2286 [2010]
  3. 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]
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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]
  9. Haindl Michal, Mikeš Stanislav, Pudil Pavel :  Unsupervised Hierarchical Weighted Multi-Segmenter , Multiple Classifier Systems, LNCS 5519, p. 272-282 , Eds: Benediktsson J.A., Kittler J., Roli F., Multiple Classifier Systems, (Reykjavik, IS, 10.06.2009-12.06.2009) [2009] Download
  10. 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]
  11. 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
  12. 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
  13. 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
  14. 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
  15. Pudil Pavel, Somol Petr, Haindl Michal :  Selection of Most Informative Variables in Statistical Pattern Recognition, UWB, (Plzeň 2007) Research Report [2007]
  16. Haindl Michal, Pudil Pavel, Somol Petr :  Model-Based Visual Inspection, UWB, (Plzeň 2007) Research Report [2007]
  17. 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]
  18. 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]
  19. 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]
  20. 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]
  21. 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
  22. Haindl Michal, Grim Jiří, Pudil Pavel, Kudo M. :  A hybrid BTF model based on Gaussian mixtures , Texture 2005. Proceedings of the 4th International Workshop on Texture Analysis, p. 95-100 , Eds: Chantler M., Drbohlav O., IEEE, (Los Alamitos 2005) , International Workshop on Texture Analysis and Synthesis /4./, (Beijing, CN, 21.10.2005) [2005]
  23. 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]
  24. 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]
  25. 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]
  26. 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
  27. Novovičová Jana, Malík Antonín, Pudil Pavel :  Feature selection using improved mutual information for text classification , Structural, Syntactic, and Statistical Pattern Recognition. Joint IAPR International Workshops SSPR 2004 and SPR 2004. Proceedings, p. 1010-1017, Joint IAPR International Workshops SSPR 2004 and SPR 2004, (Lisbon, PT, 18.08.2004-20.08.2004) [2004]
  28. 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]
  29. 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]
  30. 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
  31. 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
  32. 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]
  33. 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
  34. 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]
  35. Grim Jiří, Boček Pavel, Pudil Pavel :  Safe dissemination of census results by means of interactive probabilistic models , Proceedings of the ETK-NTTS 2001 Conference, p. 849-856 , Eds: Nanopoulos P., Wilkinson D., European Communities, (Rome 2001) , Exchange of Technology and Know-How and New Techniques and Technologies for Statistics, (Hersonissos, GR, 18.06.2001-22.06.2001) [2001]
  36. 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]
  37. 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]
  38. Ferri F. J., Inesta J. M., Amin A., Pudil Pavel :  Advances in Pattern Recognition, 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]
  39. 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
  40. 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
  41. 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]
  42. 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]
  43. 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]
  44. 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
  45. Pudil Pavel, Fuka K., Beránek K., Dvořák P. :  Potential of artificial intelligence based feature selection methods in regression models , Proceedings of the Third International Conference on Computational Intelligence and Multimedia Applications 1999, p. 159-163 , Eds: Verna B., Selvaraj H., de Carvalho A., Yao X., IEEE Computer Society Press, (Los Alamitos 1999) , International Conference on Computational Intelligence and Multimedia Applications /3./, (Delhi, IN, 23.09.1999-26.09.1999) [1999]
  46. Pudil Pavel, Fuka K., Beránek K., Dvořák P. :  Use of floating search methods in regression models , Proceedings of the 17th International Conference on Mathematical Methods in Economics '99, p. 219-224 , Eds: Plešingr J., VŠE, (Praha 1999) , Mathematical Methods in Economics '99 /17./, (Jindřichův Hradec, CZ, 14.09.1999-16.09.1999) [1999]
  47. Grim Jiří, Pudil Pavel :  Interactive presentation of socio-economic databases by means of probabilistic models , Proceedings of the 17th International Conference on Mathematical Methods in Economics '99, p. 103-108 , Eds: Plešingr J., VŠE, (Praha 1999) , Mathematical Methods in Economics '99 /17./, (Jindřichův Hradec, CZ, 14.09.1999-16.09.1999) [1999]
  48. 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]
  49. 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]
  50. Pudil Pavel :  Využití učících se metod rozpoznávání pro podporu rozhodování v klinické praxi i ve zdravotní péči , Systémy na podporu rozhodování ve zdravotnictví, p. -, FM VŠE, (Jindřichův Hradec 1998) , Systémy na podporu rozhodování ve zdravotnictví, (Jindřichův Hradec, CZ, 02.06.1998) [1998]
  51. Pudil Pavel :  Management znalostí , Systémy na podporu rozhodování ve zdravotnictví, p. -, FM VŠE, (Jindřichův Hradec 1998) , Systémy na podporu rozhodování ve zdravotnictví, (Jindřichův Hradec, CZ, 02.06.1998) [1998]
  52. Amin A., Dori D., Pudil Pavel, Freeman H. :  Advances in Pattern Recognition. Proceedings, 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]
  53. Grim Jiří, Pudil Pavel :  On virtually binary nature of probabilistic neural networks , Advances in Pattern Recognition. Proceedings, p. 765-774 , 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]
  54. 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]
  55. 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]
  56. Pudil Pavel, Novovičová Jana, Grim Jiří :  Proceedings of the 1st IAPR TC1 Workshop on Statistical Techniques in Pattern Recognition, ÚTIA AV ČR, (Praha 1997) , STIPR '97 /1./, (Prague, CZ, 09.06.1997-11.06.1997) [1997]
  57. Pudil Pavel, Říhová Z. :  Potential of floating search methods for managing redundant information , Proceedings of the 4th Interdisciplinary Information Management Talks, p. 72-81 , Eds: Chroust G., Douček P., R.Oldenbourg, (München 1997) , IDIMT'96 /4./, (Zadov, CZ, 16.10.1996-18.10.1996) [1997]
  58. 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]
  59. Pudil Pavel, Říhová Z. :  Participativní rozhodování z hlediska chování manažérů a distribuce informací. Vybrané výsledky mezinárodní studie , Manažerské rozhledy '96. Sborník prací FM JU, p. 33-34, FM JU, (Jindřichův Hradec 1997) [1997]
  60. Říhová Z., Pudil Pavel :  Manažérské chování z hlediska participativního rozhodování. Vybrané výsledky mezinárodní studie , Systémové přístupy '96. Sborník, p. 105-112 , Eds: Rosický A., Mildeová J., VŠE, (Praha 1997) , Systémové přístupy '96, (Praha, CZ, 12.05.1996) [1997]
  61. 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]
  62. 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]
  63. Pudil Pavel, Říhová Z. :  Potential of floating search methods for managing redundant information , IDIMT '96. 4th Interdisciplinary Information Management Talks. Proceedings, p. 72-81 , Eds: Chroust G., Doucek P., R.Oldenbourg, (München 1996) , IDIMT '96, (Zadov, CZ, 16.10.1996-18.10.1996) [1996]
  64. 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]
  65. Ferri F. J., Albert J., Gracia I., Pla F., Pudil Pavel, Novovičová Jana :  Hierarchical feature selection: A decision tree based approach , Intelligent Feature Selection: Statistical and Neural Approaches, p. 7-8, University of Sussex, (Brighton 1996) , AISB '96 Workshop and Tutorial Programme, (Brighton, GB, 01.04.1996) [1996]
  66. Pudil Pavel, Novovičová Jana, Ferri F. J. :  New tools for knowledge guided approach to feature selection in statistical pattern recognition , Intelligent Feature Selection: Statistical and Neural Approaches, p. 1-4, University of Sussex, (Brighton 1996) , AISB '96 Workshop and Tutorial Programme, (Brighton, GB, 01.04.1996) [1996]
  67. Pudil Pavel, Novovičová Jana, Ferri F. J., Kittler J. :  Advances in the statistical methodology for the selection of image descriptors for visual pattern representation and classification , Computer Analysis of Images and Patterns, p. 832-837 , Eds: Hlaváč V., Šára R., Springer, (Berlin 1995) Lecture Notes in Computer Science. vol.970 , CAIP '95, (Prague, CZ, 06.09.1995-08.09.1995) [1995]
  68. Novovičová Jana, Pudil Pavel, Kittler J. :  Feature selection based on divergence for empirical class densities , Proceedings of the 9th Scandinavian Conference on Image Analysis, p. 989-996 , Eds: Borgefors G., SSAB, (Uppsala 1995) , Scandinavian Conference on Image Analysis /9./, (Uppsala, SE, 06.06.1995-09.06.1995) [1995]
  69. Pudil Pavel :  [Recenze] , IAPR Newsletter vol.16, 4 (1994), p. 5 [1994]
  70. Ferri F. J., Pudil Pavel, Hetel M., Kittler J. :  Comporative study of techniques for large-scale feature selection , Pattern Recognition in Practice IV: Multiple Paradigms, Comporative Studies and Hybrid Systems, p. 403-413 , Eds: Gelsema E. S., Kanal L. S., Elsevier, (Amsterdam 1994) , International Workshop on Pattern Recognition, (Vlieland, NL, 01.06.1994-03.06.1994) [1994]
  71. Pudil Pavel, Ferri F. J., Novovičová Jana, Kittler J. :  Floating Search methods for feature selection with nonmonotonic criterion functions , International Conference on Pattern Recognition. Proceedings, p. 279-283 , Eds: Storms P., IEEE Computer Society Press, (Los Alamitos 1994) , IAPR-International Conference on Pattern Recognition /12./, (Jerusalem, IL, 09.10.1994-13.10.1994) [1994]
  72. Pudil Pavel, Novovičová Jana, Ferri F. J. :  Methods of dimensionality reduction in statistical pattern recognition , Computer-Intensive Methods in Control and Signal Processing, p. 185-198 , Eds: Kulhavá L., Kárný M., Warwick K., ÚTIA AV ČR, (Praha 1994) , IEEE Workshop CMP '94, (Praha, CZ, 07.09.1994-09.09.1994) [1994]
  73. Ferri F. J., Pudil Pavel, Novovičová Jana :  Methods for selecting features from high dimensional pattern spaces , Computer-Intensive Methods in Control and Signal Processing, p. 273-278 , Eds: Kulhavá L., Kárný M., Warwick K., ÚTIA AV ČR, (Praha 1994) , IEEE Workshop CMP '94, (Praha, CZ, 07.09.1994-09.09.1994) [1994]
  74. Pudil Pavel :  [Recenze] , IAPR Newsletter vol.15, 4 (1993), p. 4-5 [1993]
  75. Pudil Pavel, Novovičová Jana, Kittler J. :  Automatic Machine Learning of Decision Rule for Classification Problems in Image Analysis , Proceedings of the 4th British Machine Vision Conference, p. 15-24 , Eds: Worth J. I., BMVA Press, (Sheffield 1993) , British Machine Vision Conference /4./, (Guildford, GB, 21.09.1993-23.09.1993) [1993]
  76. Pudil Pavel, Novovičová Jana, Kittler J. :  Computationally Efficient Quasioptimal Algorithms for Feature Selection , Czech Pattern Recognition Workshop '93, p. 12-17 , Eds: Hlaváč V., Pajdla T., Czechoslovak Pattern Recognition Society, (Praha 1993) , Czech Pattern Recognition Workshop '93, (Temešvár, CZ, 04.11.1993-06.11.1993) [1993]
  77. Novovičová Jana, Pudil Pavel, Kittler J. :  Feature Selection for Discrimination Based on Finite Mixtures Approximation of Class Densities, University of Surrey, (Surrey 1993) Research Report 1/93 [1993]
  78. Pudil Pavel :  [Recenze] , British Maschine Vision Association News vol.3, 2 (1992), p. 7 [1992]
  79. Pudil Pavel, Novovičová Jana :  On the Amplifying Dependence Effect in Feature Selection, University of Surrey, (Surrey 1992) Research Report 4/92 [1992]
  80. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  A Comparative Evaluation of Floating Search Methods for Feature Selection, University of Surrey, (Guildford 1992) Research Report VSSP-TR-5/92 [1992]
  81. Pudil Pavel, Novovičová Jana, Choakjarernwanit N., Kittler J. :  Selection of Features Optimizing a Finite Mixture Approximation of Nonparametric Densities, University of Surrey, (Guildford 1992) Research Report VSSP-TR-3/92 [1992]
  82. Pudil Pavel, Novovičová Jana, Bláha Svatopluk, Kittler J. :  Multistage Pattern Recognition with Reject Option , Proceedings of the 11th International Conference on Pattern Recognition, p. 92-95 , Eds: O'Conner L., Werner R., IEEE Computer Society Press, (Los Alamitos 1992) , International Conference on Pattern Recognition /11./, (Hague, NL, 30.08.1992-03.09.1992) [1992]
  83. Pudil Pavel, Novovičová Jana, Bláha Svatopluk :  Experimental Study of the Relationship of the Error Probability to Certain Separability Measures in Normal Classification , Proceedings DIANA III Conference on Discriminant Analysis, Cluster Analysis, Factor Analysis, and Related Topics of Multivariate Statistics and Data Analysis, p. 221-232, MÚ ČSAV, (Praha 1990) , DIANA III, (Bechyně, CS, 04.06.1990-08.06.1990) [1990]
  84. Bláha Svatopluk, Pudil Pavel :  Volba způsobu řešení diagnostických úloh, ÚTIA ČSAV, (Praha 1990) Research Report 1674 [1990]
  85. Bláha Svatopluk, Novovičová Jana, Pudil Pavel :  Solution of pattern recognition problem by means of the PREDITAS program system. Part IV. Realization, ÚTIA ČSAV, (Praha 1990) Research Report 1672 [1990]
  86. Bláha Svatopluk, Pudil Pavel :  Diagnostické rozhodování pomocí programového systému PREDITAS , MEDSOFT 89, p. 11-12, Dům techniky ČSVTS, (Praha 1989) , MEDSOFT '89, (Harrachov, CS, 04.12.1989-08.12.1989) [1989]
  87. Bláha Svatopluk, Pudil Pavel, Patočka F. :  Programový systém PREDITAS a možnosti jeho aplikace v geologii , Matematické metody v geologii, p. 6-17 , Eds: Němec V., Pácal Z., Soukup B., Svoboda K., ČSVTS, (Příbram 1989) , Hornická Příbram ve vědě a technice, (Příbram, CS, 16.10.1989-20.10.1989) [1989]
  88. Pudil Pavel, Bláha Svatopluk, Pertold Z. :  Analýza významnosti geochemických dat pro rozlišování horninových typů pomocí programového systému PREDITAS , Matematické metody v geologii, p. 119-125 , Eds: Němec V., Pácal Z., Soukup B., Svoboda K., ČSVTS, (Příbram 1989) , Hornická Příbram ve vědě a technice, (Příbram, CS, 16.10.1989-20.10.1989) [1989]
  89. Bláha Svatopluk, Novovičová Jana, Pudil Pavel :  Solution of pattern recognition problem by means of the PREDITAS program system. Part III. Sample-based classification procedures, ÚTIA ČSAV, (Praha 1989) Research Report 1593 [1989]
  90. Říhová Z., Pudil Pavel, Bláha Svatopluk :  Klasifikace podniků z hlediska použitelnosti typových řešení ASŘ , Systémové inženýrství '88, p. 210-211, Dům techniky ČSVTS, (Praha 1988) , Celostátní konference o systémovém inženýrství /7./, (Mariánské Lázně, CS, 12.04.1988-15.04.1988) [1988]