Institute of Information Theory and Automation

Bibliography

Project GA102/07/1594

Books and chapters

  1. Somol Petr, Novovičová Jana, Pudil Pavel :  Efficient Feature Subset Selection and Subset Size Optimization , Pattern Recognition, Recent Advances , Eds: Adam Herout  [2010] Download
  2. Vajda Igor, Grim Jiří :  Neural networks , Systems Science and Cybernetics , Eds: Parra-Luna Francisco [2008] Download

Journal articles

  1. 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
  2. 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
  3. 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]
  4. 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
  5. Grim Jiří, Hora Jan :  Iterative principles of recognition in probabilistic neural networks , Neural Networks vol.21, 6 (2008), p. 838-846 [2008]
  6. Haindl Michal, Havlíček Vojtěch, Grim Jiří :  Probabilistic Discrete Mixtures Colour Texture Models , Lecture Notes in Computer Science vol.2008, 5197 (2008), p. 675-682, Iberoamerican Congress on Pattern Recognition /13./, (Havana, CU, 09.092008-12.09.2008) [2008] Download
  7. 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
  8. Grim Jiří, Hora Jan :  Minimum Information Loss Cluster Analysis for Cathegorical Data , Lecture Notes in Computer Science vol.2007, p. 233-247, International Conference on Machine Learning and Data Mining MLDM 2007 /5./, (Leipzig, DE, 18.07.2007-20.07.2007) [2007]
  9. Grim Jiří :  Neuromorphic features of probabilistic neural networks , Kybernetika vol.43, 5 (2007), p. 697-712 [2007]
  10. Somol Petr, Novovičová Jana, Pudil Pavel :  Notes on the evolution of feature selection methodology , Kybernetika vol.43, 5 (2007), p. 713-730 [2007]

Other publications

  1. 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
  2. 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 , 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
  3. 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, 20th International Conference on Pattern Recognition, (Istanbul, TR, 23.08.2010-26.08.2010) [2010] Download
  4. Grim Jiří, Hora Jan :  Computational Properties of Probabilistic Neural Networks , Artificial Neural Networks – ICANN 2010 , Eds: Diamantaras K., Duch Wlodzislaw, Iliadis L.S., ICANN 2010. International Conference on Artificial Neural Networks /20./, (Thessaloniki, GR, 15.09.2010-18.09.2010) [2010] Download
  5. 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]
  6. 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]
  7. Grim Jiří, Hora Jan :  Recognition of Properties by Probabilistic Neural Networks , Artificial Neural Networks - ICANN 2009 , Eds: Polycarpou Marios, Alipi Cesare, Panayiotou Christos, Ellinas Georgios, 19th International Conference on Artificia Neural Networks, (Limassol, CY, 14.09.2009-17.09.2009) [2009] Download
  8. Hora Jan :  Problem of Missing Data in Census - Who Are the Non-Response Respondents? , Statistics - Investment in the future 2, Statistics - Investment in the future 2, (Praha, CZ, 14.09.2009-15.09.2009) [2009] Download
  9. 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]
  10. 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
  11. 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
  12. Pechová E., Junek V., Kelemen R., Pecha Petr :  Analýza radiologických důsledků vybraných nehod pro JE Temelín, ÚJV Řež, divize ENERGOPROJEKT, (Praha 2008) Research Report 025 [2008]
  13. Grim Jiří :  Extraction of Binary Features by Probabilistic Neural Networks , Artificial Neural Networks - ICANN 2008 , Eds: Kůrková V., Neruda R., Koutník J., ICANN 2008. International Conference on Artificial Neural Networks /18./, (Prague, CZ, 03.09.2008-06.09.2008) [2008]
  14. 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
  15. 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
  16. Haindl Michal, Mikeš Stanislav :  Texture Segmentation Benchmark , 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
  17. Grim Jiří, Hora Jan :  Recurrent Bayesian Reasoning in Probabilistic Neural Networks , Artificial Neural Networks - ICANN 2007 , Eds: Marques de Sá J., Alexandre L. A., Duch W., Mandic D., International Conference on Artificial Neural Networks /17./, (Porto, PT, 09.09.2007-13.09.2007) [2007]
  18. Hora Jan :  Informational Cathegorical Data Clustering , Doktorandské dny 2007, Doktorandské dny 2007, (Praha, CZ, 16.11.2007) [2007]
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Last modification: 03.01.2013
Institute of Information Theory and Automation