Jiří Vomlel

Books and chapters

1. Vomlel Jiří, Studený Milan: Graphical and Algebraic Representatives of Conditional Independence Models , Advances in Probabilistic Graphical Models , Eds: Lucas Peter, Gámez José A., Salmerón Antonio

Journal articles

1. Studený Milan, Vomlel Jiří: A reconstruction algorithm for the essential graph , International Journal of Approximate Reasoning vol.50, 2 (2009), p. 385-413 Download
2. Rijmen F., Vomlel Jiří: Assessing the performance of variational methods for mixed logistic regression models , Journal of Statistical Computation and Simulation vol.78, 8 (2008), p. 765-779
3. Savický Petr, Vomlel Jiří: Exploiting Tensor Rank-One Decomposition in Probabilistic Inference , Kybernetika vol.43, 5 (2007), p. 747-764
4. Vomlel Jiří: Noisy-or classifier , International Journal of Intelligent Systems vol.21, 3 (2006), p. 381-389
5. Kim Y. G., Valtorta M., Vomlel Jiří: A prototypical system for soft evidential update , Applied Intelligence vol.21, 1 (2004), p. 81-97
6. Vomlel Jiří: Bayesian networks in educational testing , International Journal of Uncertainty Fuzziness and Knowledge-Based Systems vol.12, 1 (2004), p. 83-100
7. Vomlel Jiří: Building adaptive tests using Bayesian networks , Kybernetika vol.40, 3 (2004), p. 333-348
8. Vomlel Jiří: Integrating inconsistent data in a probabilistic model , Journal of Applied Non-Classical Logics vol.14, 3 (2004), p. 367-386
9. Vomlel Jiří: Probabilistic reasoning with uncertain evidence , Neural Network World vol.15, 5 (2004), p. 453-465

Other publications

1. Studený Milan, Vomlel Jiří: A Geometric Approach to Learning BN Structures , Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08) , Eds: Jaeger Manfred, Nielsen Thomas D., the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), (Hirtshals, DK, 17.09.2008-19.09.2008) Download
2. Vomlel Jiří, Savický Petr: Arithmetic circuits of the noisy-or models , Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08) , Eds: Jaeger Manfred , Nielsen Thomas D., the Fourth European Workshop on Probabilistic Graphical Models (PGM'08), (Hirtshals, DK, 17.09.2008-19.09.2008) Download
3. Jiroušek Radim, Kratochvíl Václav, Kroupa Tomáš, Lněnička Radim, Studený Milan, Vomlel Jiří, Hampl P., Hamplová H.: An evaluation of string similarity measures on pricelists of computer components , Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./ , Eds: Kroupa T., Vejnarová J., Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./, (Liblice, CZ, 15.09.2007-18.09.2007)
4. Vomlel Jiří, Studený Milan: Using imsets for learning Bayesian networks , Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./ , Eds: Kroupa T., Vejnarová J., Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./, (Liblice, CZ, 15.09.2007-18.09.2007)
5. Savický Petr, Vomlel Jiří: Exploiting Tensor Rank-one Decomposition in Probabilistic Inference, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/19
6. Savický Petr, Vomlel Jiří: Tensor Rank-One Decomposition of Probability Tables , Information Processing and Management of Uncertainty in Knowledge-Based Systems, p. 2292-2299 , Eds: Bouchon-Meunier B., Yager R. R., IPMU 2006 /11./, (Paris, FR, 02.07.2006-07.07.2006)
7. Hamplová H., Ivánek J., Jiroušek Radim, Kroupa Tomáš, Lněnička Radim, Studený Milan, Vomlel Jiří: Decision support system for comparison of price lists , Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 32-38 , Eds: Kroupa T., Vejnarová J., Oeconomica, (Praha 2005) , Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /8./, (Třešť, CZ, 19.09.2005-21.09.2005)
8. Vomlel Jiří: Decomposition of probability tables representing Boolean functions , Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 159-166 , Eds: Kroupa T., Vejnarová J., Oeconomica, (Praha 2005) , Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /8./, (Třešť, CZ, 18.09.2005-21.09.2005)
9. Savický Petr, Vomlel Jiří: Tensor Rank-One Decomposition of Probability Tables, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/26
10. Vomlel Jiří: Bayesian networks in Mastermind , Proceedings of the 7th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 185-190, Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /7./, (Awaji, JP, 31.08.2004-02.09.2004)
11. Vomlel Jiří: Thoughts on belief and model revision with uncertain evidence , Znalosti 2004. Sborník příspěvků 3.ročníku konference, p. 126-137, Znalosti 2004 /3./, (Brno, CZ, 22.02.2004-25.02.2004)
12. Studený Milan, Vomlel Jiří: Transition between graphical and algebraic representatives of Bayesian network models , Proceedings of the Second European Workshop on Probabilistic Graphical Models, p. 193-200, Probabilistic Graphical Models PGM'04 /2./, (Leiden, NL, 04.10.2004-08.10.2004)
13. Vomlel Jiří: Integrating inconsistent data in a probabilistic model , Uncertainty, Incompleteness, Imprecision and Conflict in Multiple Data Sources, p. 1-10 , Eds: Liu W., Cholvy L., Benferhat S., UUJ, (Aalborg 2003) , ECSQARU'03 /7./, (Aalborg, DK, 02.07.2003)
14. Vomlel Jiří: Noisy-or classifier , Proceedings of the 6th Workshop on Uncertainty Processing, p. 291-302 , Eds: Vejnarorová J., University of Economics, (Prague 2003) , WUPES 2003. Workshop on Uncertainty Processing /6./, (Hejnice, CZ, 24.09.2003-27.09.2003)
15. Vomlel Jiří: Two applications of Bayesian networks , Znalosti 2003. Sborník příspěvků 2. ročníku konference, p. 73-82 , Eds: Svátek V., VŠB, (Ostrava 2003) , Znalosti 2003 /2./, (Ostrava, CZ, 19.02.2003-21.02.2003)
16. Vomlel Jiří: Bayesian networks in educational testing , Proceedings of the First European Workshop on Probabilistic Graphical Models, p. 176-185 , Eds: Gámez J. A., Salmerón A., University of Castilla, (Cuenca 2002) , European Workshop on Probabilistic Graphical Models /1./ PGM'02, (Cuenca, ES, 06.11.2002-08.11.2002)
17. Vomlel Jiří: Methods of Probabilistic Knowledge Integration. Ph.D. Thesis, ( 1999)
18. Vomlel Jiří: Statistical methods for probabilistic model parameter estimation from incomplete data and their application to the marginal problem , Proceedings of the 4th Workshop on Uncertainty Processing, p. 184-193, VŠE, (Praha 1997) , WUPES '97 /4./, (Prague, CZ, 22.01.1997-25.01.1997)
19. Jiroušek Radim, Vomlel Jiří: Inconsistent knowledge integration in a probabilistic model , Mathematical Models for Handling Partial Knowledge in Artificial Intelligence, p. 263-270 , Eds: Colleti G., Dubois D., Scozzafava R., Plenum Press, (New York 1995) , Mathematical Models for Handling Partial Knowledge in AI /18./, (Erice, IT, 19.06.1994-25.06.1994)