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GA201/08/0539

  1. Studený Milan, Haws D.C. :  On polyhedral approximations of polytopes for learning Bayesian networks , Journal of Algebraic Statistics vol.4, 1 (2013), p. 59-92 [2013] Download
  2. Matúš František :  On conditional independence and log-convexity , Annales de L Institut Henri Poincare-Probabilites Et Statistiques vol.48, 4 (2012), p. 1137-1147 [2012] Download DOI: 10.1214/11-AIHP431
  3. Hemmecke R., Lindner S., Studený Milan :  Characteristic imsets for learning Bayesian network structure , International Journal of Approximate Reasoning vol.53, 9 (2012), p. 1336-1349 [2012] Download DOI: 10.1016/j.ijar.2012.04.001
  4. Csiszár I., Matúš František :  Generalized minimizers of convex integral functionals, Bregman distance, Pythagorean identities , Kybernetika vol.48, 4 (2012), p. 637-689 [2012] Download
  5. Studený Milan, Vomlel Jiří :  On open questions in the geometric approach to structural learning Bayesian nets , International Journal of Approximate Reasoning vol.52, 5 (2011), p. 627-640, Workshop on Uncertainty Processing WUPES'09 /8./, (Liblice, CZ, 19.09.2009-23.09.2009) [2011] Download DOI: 10.1016/j.ijar.2010.09.004
  6. Bouckaert R., Hemmecke R., Lindner S., Studený Milan :  Efficient algorithms for conditional independence inference , Journal of Machine Learning Research vol.11, 1 (2010), p. 3453-3479 [2010] Download
  7. Lachout Petr :  Approximative solutions of stochastic optimization problem , Kybernetika vol.46, 3 (2010), p. 513-523 [2010] Download
  8. Studený Milan, Vomlel Jiří, Hemmecke R. :  A geometric view on learning Bayesian network structures , International Journal of Approximate Reasoning vol.51, 5 (2010), p. 578-586, PGM 2008, [2010] Download DOI: 10.1016/j.ijar.2010.01.014
  9. Studený Milan, Vomlel Jiří :  A reconstruction algorithm for the essential graph , International Journal of Approximate Reasoning vol.50, 2 (2009), p. 385-413 [2009] Download DOI: 10.1016/j.ijar.2008.09.001
  10. Lachout Petr :  Stability of stochastic optimization problem - nonmeasurable case , Kybernetika vol.44, 2 (2008), p. 259-276 [2008]

  1. Vejnarová Jiřina :  On Weakness of Evidential Networks , Proceedings of the 9th Workshop on Uncertainty Processing, p. 190-203 , Eds: Kroupa Tomáš, Vejnarová Jiřina, WUPES 2012, (Mariánské Lázně, CZ, 12.09.2012-15.09.2012) [2012] Download
  2. Matúš František :  Polymatroids and polyquantoids , Proceedings of the 9th Workshop on Uncertainty Processing, p. 126-136 , Eds: Kroupa Tomáš, Vejnarová Jiřina, WUPES 2012, (Mariánské Lázně, CZ, 12.09.2012-15.09.2012) [2012] Download
  3. Imre C., Matúš František :  Minimization of Entropy Functionals Revisited , Proceedings of the IEEE International Symposium on Information Theory Proceedings (ISIT), 2012, p. 150-154, IEEE International Symposium on Information Theory Proceedings (ISIT), 2012, (Cambridge, US, 01.07.2012-06.07.2015) [2012] Download DOI: 10.1109/ISIT.2012.6283516
  4. Studený Milan :  Integer linear programming approach to learning Bayesian network structure: towards the essential graph , Proceedings of the 6th European Workshop on Graphical Models, p. 307-314, 6th European Workshop on Probabilistic Graphical Models (PGM), (Granada, ES, 19.09.2012-21.09.2012) [2012] Download
  5. Vomlel Jiří, Kružík H., Tůma P., Přeček J., Hutyra M. :  Machine Learning Methods for Mortality Prediction in Patients with ST Elevation Myocardial Infarction , Proceedings of The Ninth Workshop on Uncertainty Processing, p. 204-213 , Eds: Kroupa Tomáš, Vejnarová Jiřina, The Ninth Workshop on Uncertainty Processing, (Mariánské Lázně, CZ, 12.09.2012-15.09.2012) [2012] Download
  6. Vomlel Jiří, Tichavský Petr :  Computationally efficient probabilistic inference with noisy threshold models based on a CP tensor decomposition , Proceedings of The Sixth European Workshop on Probabilistic Graphical Models, p. 355-362, The Sixth European Workshop on Probabilistic Graphical Models, (Granada, ES, 19.09.2012-21.09.2012) [2012] Download
  7. Studený Milan :  LP relaxations and pruning for characteristic imsets, ÚTIA AVČR, (Praha 2012) Research Report 2323 [2012] Download
  8. Studený Milan, Haws D., Hemmecke R., Lindner S. :  Polyhedral approach to statistical learning graphical models , Harmony of Gröbner Bases and the Modern Industrial Society, p. 346-372, The 2nd CREST-SBM International Conference "Harmony of Groebner Bases and the Modern Industrial Society", (Osaka, JP, 28.06.2012-2.07.2012) [2012] Download DOI: 10.1142/9789814383462_0020
  9. Vejnarová Jiřina :  On Three Conditioning Rules in Evidence Theory , Proceedings of the 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 132-139 , Eds: Barták Roman, Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /14./, (Hejnice, CZ, 18.09.2011-21.09.2011) [2011] Download
  10. Studený Milan, Haws D. :  On polyhedral approximations of polytopes for learning Bayes nets, ÚTIA AV ČR, (Praha 2011) Research Report 2303 [2011] Download
  11. Studený Milan, Hemmecke R., Lindner S. :  Characteristic imset: a simple algebraic representative of a Bayesian network structure , Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010), p. 257-264 , Eds: Myllymaki Petri, Roos Teemu, Jaakkola Tommi, 5th European Workshop on Probabilistic Graphical Models, (Helsinki, FI, 13.09.2010-15.09.2010) [2010] Download
  12. Matúš František, Kupsa Michal :  On colorings of bivariate random sequences , Information Theory Proceedings (ISIT), 2010 IEEE International Symposium, p. 1272-1276, IEEE International Symposium on Information Theory 2010, (Austin, US, 13.06.2010-18.06.2010) [2010] Download DOI: 10.1109/ISIT.2010.5513700
  13. Matúš František :  Conditional probability spaces and closures of exponential families , Proceedings of WUPES 2009, p. 1-10 , Eds: Kroupa Tomáš, Vejnarová Jiřina, 8th Workshop on Uncertainty Processing, (Liblice, CZ, 19.09.2009-23.09.2009) [2009] Download
  14. Csiszár I., Matúš František :  On minimization of multivariate entropy functionals , Proceedings of the 2009 IEEE Information Theory Workshop on Networking and Information, p. 96-100, IEEE Information Theory Workshop on Networking and Information Theory 2009, (Volos, GR, 10.06.2009-12.06.2009) [2009] Download
  15. Vejnarová Jiřina :  On Markov properties in evidence theory , Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 131-142 , Eds: Novák V., Pavliska V., Štěpnička M., Czech-Japan Seminar on Data Analysis and Decision-Making under Uncertainty /12./, (Litomyšl, CZ, 24.09.2009-27.09.2009) [2009] Download
  16. Studený Milan, Vomlel Jiří :  On open questions in the geometric approach to learning BN structures , WUPES'09, p. 226-236 , Eds: Kroupa T., Vejnarová J., 8th Workshop on Uncertainty Processing, (Liblice, CZ, 19.09.2009-23.09.2009) [2009] Download
  17. Vejnarová Jiřina :  On two notions of independence in evidence theory , Proceedings of 11th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 69-74 , Eds: Itoh Takeshi, Shirouha Akiyoshi, Czech-Japan Seminar on Data Analysis and Decision-Making under Uncertainty /11./, (Sendai, JP, 15.09.2008-17.09.2008) [2008] Download
  18. Studený Milan :  Mathematical aspects of learning Bayesian networks: Bayesian quality criteria, ÚTIA AV ČR, v.v.i, (Praha 2008) Research Report 2234 [2008] Download
  19. Vejnarová Jiřina :  Conditional Independence in Evidence Theory , Proceedigs of 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'08, p. 938-945 , Eds: Magdalena L., Ojeda-Aciego N., Verdegay J. L., 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'08, (Malaga, ES, 22.06.2008-27.06.2008) [2008] Download
  20. Studený Milan, Vomlel Jiří :  A Geometric Approach to Learning BN Structures , Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), p. 281-288 , Eds: Jaeger Manfred, Nielsen Thomas D., the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), (Hirtshals, DK, 17.09.2008-19.09.2008) [2008] Download
  21. Vomlel Jiří, Savický Petr :  Arithmetic circuits of the noisy-or models , Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), p. 297-304 , Eds: Jaeger Manfred , Nielsen Thomas D., the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), (Hirtshals, DK, 17.09.2008-19.09.2008) [2008] Download
07.01.2019 - 08:39
Institute of Information Theory and Automation