Institute of Information Theory and Automation

Bibliography

Petr Somol

Books and chapters

  1. 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)

Journal articles

  1. 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)
  2. Grim Jiří, Hora J., Somol Petr, Boček Pavel, Pudil P.: Interaktivní statistický model dat ze sčítání lidu v České republice v r. 2001 , Statistika vol.89, 4 (2009), p. 285-299 (2009) Download
  3. 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
  4. 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
  5. 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)
  6. Somol Petr, Novovičová Jana, Pudil Pavel: Notes on the evolution of feature selection methodology , Kybernetika vol.43, 5 (2007), p. 713-730 (2007)
  7. 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
  8. 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
  9. 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
  10. 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)
  11. 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
  12. 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)
  13. 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)
  14. Somol Petr, Pudil Pavel: Feature selection toolbox , Pattern Recognition vol.35, 12 (2002), p. 2749-2759 (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. 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)
  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. 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)
  20. Paclík Pavel, Novovičová Jana, Pudil Pavel, Somol Petr: Road sing classification using Laplace kernel classifier , Pattern Recognition Letters vol.21, p. 1165-1173 (2000)
  21. 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)
  22. 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)
  23. Somol Petr, Pudil Pavel, Novovičová Jana, Paclík Pavel: Adaptive floating search methods in feature selection , Pattern Recognition Letters vol.20, p. 1157-1163 (1999)
  24. Pudil Pavel, Novovičová Jana, Somol Petr, Vrňata Radislav: Conceptual base of feature selection consulting system , Kybernetika vol.34, 4 (1998), p. 451-460 (1998)

Other publications

  1. 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, ICDMW '09: International Conference on Data Mining Workshops, (Miami, Florida, US, 06.12.2009-09.12.2009) (2009)
  2. Somol Petr, Grim Jiří, Pudil Pavel: Criteria Ensembles in Feature Selection , Multiple Classifier Systems, LNCS 5519 , Eds: Benediktsson J.A., Kittler J., Roli F., Multiple Classifier Systems, (Reykjavik, IS, 10.06.2009-12.06.2009) (2009)
  3. 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)
  4. 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@, 5th International Computer Engineering Conference - A better Information Society Through the e@, (Káhira, EG, 27.12.2009-28.12.2009) (2009) Download
  5. 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, International Conference on Health Informatics, (Funchal Madeira, PT, 28.01.2008-31.01.2008) (2008) Download
  6. Grim Jiří, Somol Petr: Diagnostic Enhancement of Screening Mammograms by Means of Local Texture Models, ÚTIA AV ČR, (Praha 2008) Research Report 2217 (2008)
  7. Somol Petr, Novovičová Jana, Grim Jiří, Pudil Pavel: Dynamic Oscillating Search Algorithm for Feature Selection , ICPR 2008 Proceedings (Int. Conf. on Pattern Recognition), ICPR 2008 (Int. Conf. on Pattern Recognition), (Tampa, Florida, US, 07.12.2008-11.12.2008) (2008) Download
  8. 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), 16th European Signal Processing Conference (EUSIPCO- 2008), (Lausanne, CH, 25.08.2008-29.08.2008) (2008) Download
  9. Grim Jiří, Novovičová Jana, Somol Petr: Structural Poisson Mixtures for Classification of Documents , Proceedings of the 19th International Conference on Pattern Recognition, 19th International Conference on Pattern Recognition, (Tampa, US, 07.12.2008-11.12.2008) (2008) Download
  10. 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 , Eds: Cristea P., 10th IASTED Conf. on Signal & Image Processing, SIP 2008, (Kailua-Kona, HI, US, 18.08.2008-20.08.2008) (2008) Download
  11. Somol Petr, Novovičová Jana: Does It Make Sense to Develop New Feature Selection Methods?, ÚTIA AV ČR, (Praha 2007) Research Report 2193 (2007)
  12. 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 , 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
  13. Haindl Michal, Pudil Pavel, Somol Petr: Model-Based Visual Inspection, UWB, (Plzeň 2007) Research Report (2007)
  14. Pudil Pavel, Somol Petr, Haindl Michal: Selection of Most Informative Variables in Statistical Pattern Recognition, UWB, (Plzeň 2007) Research Report (2007)
  15. 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)
  16. 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)
  17. 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)
  18. Pudil Pavel, Somol Petr, Haindl Michal: Introduction to Statistical Pattern Recognition , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006 , 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, 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
  20. Haindl Michal, Pudil Pavel, Somol Petr: Pattern Recognition Based on Multidimensional Models , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006 , Eds: Troblova , MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, (Železná Ruda, CZ, 14.12.2006-16.12.2006) (2006)
  21. 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)
  22. 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)
  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. 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
  25. 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)
  26. 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)
  27. Haindl Michal, Filip Jiří, Somol Petr: Texturing Library - Reference Manual, ÚTIA AV ČR, (Praha 2005) Research Report 2142 (2005)
  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. Haindl Michal, Filip Jiří, Somol Petr: Advances in BTF Modelling, ÚTIA AV ČR, (Praha 2004) Research Report 2119 (2004)
  30. 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)
  31. 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
  32. Haindl Michal, Filip Jiří, Somol Petr, Havlíček Vojtěch: RealReflect Library - Reference Manual, ÚTIA AV ČR, (Praha 2004) Research Report 2121 (2004)
  33. 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)
  34. 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)
  35. Haindl Michal, Filip Jiří, Somol Petr, Meseth J.: BTF Parametric Database, ÚTIA AV ČR, (Praha 2003) Research Report 2090 (2003)
  36. 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)
  37. 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)
  38. 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)
  39. Haindl Michal, Filip Jiří, Somol Petr: Specification and Prototype Description of Texture Model, ÚTIA AV ČR, (Praha 2002) Research Report 2075 (2002)
  40. 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)
  41. 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)
  42. 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)
  43. 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)
  44. 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)
  45. Somol Petr: Algoritmy a programová realizace řešení problémů redukce vysoké dimenzionality vstupních dat ve statistickém rozpoznávání obrazů. Doktorská disertační práce, ( 2000) (2000)
  46. 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)
  47. 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)
  48. 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)
  49. 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)
  50. 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)
  51. 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)
  52. 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)
  53. 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)
  54. 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)
  55. 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)
  56. 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)
  57. 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)
  58. 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)
  59. 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)
  60. 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)
  61. 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)
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