Home

Publications - Radim Jiroušek


Books and chapters (10)
1. * Radim Jiroušek, Václav Kratochvíl: Discrete Compositional Models for Data Mining. MatfyzPress, Praha 2019.   Download
2. * Jana Zvárová, Š. Svačina, Zdeněk Valenta, Petr Berka, David Buchtela, Radim Jiroušek, Marek Malý, Vendula Papíková, Jan Peleška, Jan Rauch, Igor Vajda, Arnošt Veselý, Karel Zvára Jr., Miroslav Zvolský: Systémy pro podporu lékařského rozhodování. Biomedicínská informatika 3. Universita Karlova - nakladatelství Karolinum, Praha 2009.   Download
3. * Radim Jiroušek: A note on simple factorization in Dempster-Shafer theory of evidence. Witnessed Years – Essays in Honour of Petr Hájek, 151-167. College Publications, London 2009.   Download
4. * Radim Jiroušek, Jiří Ivánek, P. Máša, J. Toušek, N. Vaněk: Principy digitální komunikace. LEDA, Praha 2006.
5. * Radim Jiroušek, R. Scozzafava: Basic Probability. Lecture Notes for Ph.D. studies. 1/2003. VŠE, Praha 2003.
6. * Radim Jiroušek, Jiřina Vejnarová, J. Gemela: Possibilistic belief network constructed by operators of composition and its application to financial analysis. Studies in Fuzziness and Soft Computing. . Belief Functions in Business Decisions, 252-280. Physica Verlag, Heidelberg 2002.
7. * B. Richards, Petr Hájek, Jana Zvárová, Radim Jiroušek, F. Esteva, M. Lubicz: MUM: Managing Uncertainty in Medicine. Health in the New Communications Age. Health Care Telematics for the 21st Century, 247-250. IOS Press, Amsterdam 1995.
9. * Petr Hájek, Tomáš Havránek, Radim Jiroušek: Uncertain Information Processing in Expert Systems. CRC Press, Boca Raton 1992.   Download
10. * Petr Hájek, Tomáš Havránek, Radim Jiroušek: Zpracování nejisté informace v expertních systémech. MÚ ČSAV-ČSVTS, Praha 1989.   Download

Journal articles (34)
1. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: On conditional belief functions in directed graphical models in the Dempster-Shafer theory. International Journal of Approximate Reasoning 160. Elsevier.   Download
2. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: Computing the decomposable entropy of belief-function graphical models. International Journal of Approximate Reasoning 161. Elsevier.   Download
3. * Radim Jiroušek, Václav Kratochvíl, P. P. Shennoy: Entropy for evaluation of Dempster-Shafer belief function models. International Journal of Approximate Reasoning 151:1 (2022), 164-181. Elsevier.   Download
4. * Radim Jiroušek, Václav Kratochvíl, Vladislav Bína: Foundations of compositional models: inference. International Journal of General Systems 50:4 (2021), 409-433. Taylor & Francis.   Download
5. * Radim Jiroušek, P. P. Shenoy: On properties of a new decomposable entropy of Dempster-Shafer belief functions. International Journal of Approximate Reasoning 119:1 (2020), 260-279. Elsevier.   Download
6. * Radim Jiroušek, Václav Kratochvíl, J. Rauh: A Note on Approximation of Shenoy's Expectation Operator Using Probabilistic Transforms. International Journal of General Systems 49:1 (2020), 48-63. Taylor & Francis.   Download
7. * Radim Jiroušek, Václav Kratochvíl: On subjective expected value under ambiguity. International Journal of Approximate Reasoning 127:1 (2020), 70-82. Elsevier.   Download
8. * Radim Jiroušek, P. P. Shenoy: A new definition of entropy of belief functions in the Dempster-Shafer theory. International Journal of Approximate Reasoning 92:1 (2018), 49-65. Elsevier.   Download
9. * Radim Jiroušek, P. P. Shenoy: Causal compositional models in valuation-based systems with examples in specific theories. International Journal of Approximate Reasoning 72:1 (2016), 95-112. Elsevier.   Download
10. * Radim Jiroušek, Václav Kratochvíl: Foundations of compositional models: structural properties. International Journal of General Systems 44:1 (2015), 2-25. Taylor & Francis.   Download
11. * V. Bína, Radim Jiroušek: On computations with causal compositional models. Kybernetika 51:3 (2015), 525-539. Ústav teorie informace a automatizace AV ČR, v. v. i..   Download
12. * Radim Jiroušek, P. P. Shenoy: Compositional models in valuation-based systems. International Journal of Approximate Reasoning 55:1 (2014), 277-293. Elsevier.   Download
13. * V. Bína, Radim Jiroušek: A short note on multivariate dependence modeling. Kybernetika 49:3 (2013), 420-432. Ústav teorie informace a automatizace AV ČR, v. v. i..   Download
14. * Radim Jiroušek: Local computations in Dempster-Shafer theory of evidence. International Journal of Approximate Reasoning 53:8 (2012), 1155-1167. Elsevier.   Download
15. * Radim Jiroušek: Foundations of compositional model theory. International Journal of General Systems 40:6 (2011), 623-678. Taylor & Francis.   Download
16. * Radim Jiroušek, Jiřina Vejnarová: Compositional models and conditional independence in evidence theory. International Journal of Approximate Reasoning 52:3 (2011), 316-334. Elsevier.   Download
17. * Radim Jiroušek: Probabilistic partial knowledge handling. International Journal of Approximate Reasoning 47:3 (2008), 359-367. Elsevier.
18. * V. Bína, Radim Jiroušek: Marginalization in Multidimensional Compositional Models. Kybernetika 42:4 (2006), 405-422. Ústav teorie informace a automatizace AV ČR, v. v. i..
19. * Radim Jiroušek: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM. Logic Journal of the IGPL 14:3 (2006), 501-520. Oxford University Press.
20. * Radim Jiroušek, J. Vejnarová: Construction of multidimensional models by operators of composition: current state of art. Soft Computing 7:5 (2003), 328-335. Springer.
21. * Radim Jiroušek, Jiřina Vejnarová: General framework for multidimensional models. International Journal of Intelligent Systems 18:1 (2003), 107-127. Wiley.
22. * Radim Jiroušek, G. D. Kleiter, J. Vejnarová: Editorial note. Soft Computing 7:5 (2003), 279. Springer.
23. * Radim Jiroušek: On experimental system for multidimensional model development MUDIM. Neural Network World 13:5 (2003), 513-520. Ústav informatiky AV ČR, v. v. i..
24. * Radim Jiroušek: Decomposition of multidimensional distributions represented by perfect sequences. Annals of Mathematics and Artificial Intelligence 35, 215-226.
25. * Radim Jiroušek, Jiřina Vejnarová: Perfect sequences for belief networks representation. Neural Network World 11:6 (2001), 611-626. Ústav informatiky AV ČR, v. v. i..
26. * Radim Jiroušek: Bayesovské sítě - moderní technologie umělé inteligence. Lékař a technika. Biomedicinské inženýrství a informatika 29:4 (1998), 79-88. Česká lékařská společnost J. E. Purkyně.
27. * Radim Jiroušek, Nicholas Kushmerick: Constructing probabilistic models. International Journal of Medical Informatics 45:6 (1997), 9-18. Elsevier.
28. * J. Antoch, Petr Hájek, Radim Jiroušek: Tomáš Havránek. Computational Statistics and Data Analysis 19:2 (1995), 111-113. Elsevier.
29. * Radim Jiroušek, Stanislav Přeučil: On the effective implementation of the iterative proportional fitting procedure. Computational Statistics and Data Analysis 19, 177-189. Elsevier.
30. * Radim Jiroušek: Decision-tree modelling of probability distributions. International Journal of General Systems 22:2 (1994), 125-137. Taylor & Francis.
31. * Radim Jiroušek: Solution of the Marginal Problem and Decomposable Distributions. Kybernetika 27:5 (1991), 403-412.
32. * Radim Jiroušek: A survey of methods used in probabilistic expert systems for knowledge integration. Knowledge-Based Systems 3:1 (1990), 7-12.
33. * Radim Jiroušek: Computational aspects of knowledge integration process in probabilistic expert systems. Computational Statistics Quarterly 4:3 (1990), 299-306.
34. * Radim Jiroušek: A new model of combinatorial probability. Kybernetika 25, 52-58.

Conference papers (87)
1. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: On the relationship between graphical and compositional models for the Dempster-Shafer theory of belief functions. Proceedings of Machine Learning Research, Volume 215: International Symposium on Imprecise Probability: Theories and Applications,, 259-269. PMLR, Almerı́a 2023.   Download
2. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: On Open Problems Associated with Conditioning in the Dempster-Shafer Belief Function Theory. Proceedings of the 23rd Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 1-10. Osaka Metropolitan University, Osaka, Japan 2023.   Download
3. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: Two Composition Operators for Belief Functions Revisited. Proceedings of the 12th Workshop on Uncertainty Processing, 123-134. MatfyzPress, Prague 2022.   Download
4. * Radim Jiroušek, Václav Kratochvíl, P. P. Shennoy: On Conditional Belief Functions in the Dempster-Shafer Theory. Belief Functions: Theory and Applications. BELIEF 2022, 207-218. Springer International Publishing, Cham 2022.   Download
5. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: Computing the Decomposable Entropy of Graphical Belief Function Models. Proceedings of the 12th Workshop on Uncertainty Processing, 111-122. MatfyzPress, Prague 2022.   Download
6. * Radim Jiroušek, Václav Kratochvíl: Measuring Quality of Belief Function Approximations. Integrated Uncertainty in Knowledge Modelling and Decision Making, 3-15. Springer, Cham 2022.   Download
7. * Vladislav Bína, Václav Kratochvíl, L. Váchová, Radim Jiroušek, T. R. Lee: Performance of Probabilistic Approach and Artificial Neural Network on Questionnaire Data Concerning Taiwanese Ecotourism. Sensor Networks and Signal Processing, 283-295. Springer, Singapore 2021.   Download
8. * Václav Kratochvíl, Vladislav Bína, Radim Jiroušek, T. R. Lee: Compositional Models: Iterative Structure Learning from Data. Sensor Networks and Signal Processing, 379-395. Springer, Singapore 2021.   Download
9. * Radim Jiroušek, Václav Kratochvíl: A General Approach to Probabilistic Data Mining. Sensor Networks and Signal Processing, 325-340. Springer, Singapore 2021.   Download
10. * Radim Jiroušek, Václav Kratochvíl: Ambiguity effect: decision-making influenced by lack of information. 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE). IEEE, Piscataway 2021.   Download
11. * Radim Jiroušek, Václav Kratochvíl: Approximations of belief functions using compositional models. Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 16th European Conference, ECSQARU 2021 Proceedings, 354-366. Springer, Cham 2021.   Download
12. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: Entropy-Based Learning of Compositional Models from Data. Belief Functions: Theory and Applications - 6th International Conference, BELIEF 2021 - Proceedings, 117-126. Springer, Cham 2021.   Download
13. * Radim Jiroušek, Václav Kratochvíl: Preliminary Results from Experiments on the Behavior under Ambiguity. Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), 53-64. MatfyzPress, Praha 2019.   Download
14. * Radim Jiroušek, Václav Kratochvíl: On Expected Utility Under Ambiguity. Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, 137-147. Springer Intenational Publishing, Cham 2019.   Download
15. * Václav Kratochvíl, Radim Jiroušek: On Experimental Part of Behavior under Ambiguity. Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), 83-94. MatfyzPress, Praha 2019.   Download
16. * R. Jiroušek, Václav Kratochvíl: Comparison of Shenoy’s Expectation Operator with Probabilistic Transforms and Perez’ Barycenter. Proceedings of the 11th Workshop on Uncertainty Processing (WUPES’18), 87-95. MatfyzPress, Publishing House of the Faculty of Mathematics and Physics Charles University, Praha 2018.   Download
17. * Radim Jiroušek, Václav Kratochvíl, T. R. Lee: Compositional Models for Data Mining: an Example. Proceedings of the 21st Czech-Japan Seminar od Data Analysis and Decision Making, 90-101. Aoyama Gakuin University, Japan, Japan 2018.   Download
18. * Václav Kratochvíl, Radim Jiroušek, T. R. Lee: Efficient implementation of compositional models for data mining. Proceedings of the 21st Czech-Japan Seminar od Data Analysis and Decision Making, 80-87. Aoyama Gakuin University, Japan, Japan 2018.   Download
19. * Radim Jiroušek, I. Krejčová: Avoiding overfitting of models: an application to research data on the Internet videos. Proceedings of the 35th International Conference Mathematical Methods in Economics (MME 2017), 289-294. University of Hradec Králové, Hradec Králové 2017.   Download
20. * V. Bína, Radim Jiroušek: Causality and Intervention in Business Process Management. Proceedings of the 20th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 15-24. University of Ostrava, Ostrava 2017.   Download
21. * Radim Jiroušek, L. Váchová: Sequential Decision Process Supported by a Compositional Model. Integrated Uncertainty in Knowledge Modelling and Decision Making, 51-63. Springer, Cham 2016.   Download
22. * Radim Jiroušek, P. P. Shenoy: Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective. Belief Functions: Theory and Applications, 3-13. Springer, Cham 2016.   Download
23. * Radim Jiroušek, I. Krejčová: Minimum Description Length Principle for Compositional Model Learning. Integrated Uncertainty in Knowledge Modelling and Decision Making, 254-266. Springer, Cham 2015.   Download
24. * Václav Kratochvíl, Radim Jiroušek: On Open Problems Connected with Application of the Iterative Proportional Fitting Procedure to Belief Functions. Proceedings of the Eighth International Symposium on Imprecise Probability: Theories adn Applications, 149-158. Society for Imprecise Probability: Theories and Applications, Compiegne 2013.   Download
25. * Radim Jiroušek: Brief introduction to probabilistic compositional models. Uncertainty Analysis in Economics with Applications, 49-60. Springer Verlag, Berlin 2013.   Download
26. * Radim Jiroušek: Belief Networks and Local Computations. Nonlinear Mathematics for Uncertainty and its Applications, 179-188. Springer, Chennai 2011.   Download
27. * Radim Jiroušek, P. P. Shenoy: A Note on Factorization of Belief Functions. Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011, 43-51. Matfyzpress, Praha 2011.   Download
28. * Radim Jiroušek: A Note on Local Computations in Dempster-Shafer Theory of Evidence. Proceedings of the 7th International Symposium on Imprecise Probability: Theories and Applications, 219-227. STUDIA Universitatsverlag, Innsbruck 2011.   Download
29. * Radim Jiroušek: Factorization and Decomposable Models in Dempster-Shafer Theory of Evidence. Proceedings of the Workshop on the Theory of Belief Functions, 1-6. ENSIETA, Brest 2010.   Download
30. * Radim Jiroušek: On Graphical (Decomposable) Models and Belief Networks in Dempster-Shafer Theory of Evidence. Proceedings of the 13th Czech-Japan Seminar on Data Analysis and Decision Making in Service Science, 61-66. University Hall, Otaru 2010.   Download
31. * Radim Jiroušek: Approximation of Data by Decomposable Belief Models. Information Processing and Management of Uncertainty in Knowledge-Based Systems (Part I), 40-49. Springer, Heidelberg 2010.   Download
32. * Radim Jiroušek: An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence. Combining Soft Computing and Statistical Methods in Data Analysis, 361-368. Springer-Verlag, Berlin, Heidelberg 2010.   Download
33. * Radim Jiroušek, Jiřina Vejnarová: There are combinations and compositions in Dempster-Shafer theory of evidence. Proceedings of the 8th Workshop on Uncertainty Processing, 100-111. University of Economics, Praha 2009.   Download
34. * Radim Jiroušek: Almost Bayesian Assignments and Conditional independence: a contribution to Dempster-Shafer theory of evidence. Proceedings of the 6th International Symposium on Imprecise Probability: Theories and Applications, 249-258. SIPTA, Durham 2009.   Download
35. * Radim Jiroušek: Compositional Belief Function Models. Joint 4th International Conference on Soft Computing and Intelligent systems and 9th International Symposium on Advanced Intelligent Systems, 1311-1316. Nagoya University, Nagoya 2008.   Download
36. * Radim Jiroušek: Persegrams of Compositional Models Revisited: conditional independence. Proceedings of the 12th International Conference on Information Processing and Management of Uncertianlty in Konowledge-based Systems, 915-922. University Malaga, Malaga 2008.   Download
37. * Radim Jiroušek: Conditional Independence and Factorization of Multidimensional Models. WCCI 2008 Proceedings, 2359-2366. IEEE, Hong Kong 2008.   Download
38. * Radim Jiroušek: Conditional Independence and Compositional Models for Belief Functions. The 11th Czech-Japan Seminář on Data Analysis and Decision Making under Uncertainty, 75-80. The Kao Foundations for Arts and Sciences, Sendai 2008.   Download
39. * Radim Jiroušek, Václav Kratochvíl, Tomáš Kroupa, Radim Lněnička, Milan Studený, Jiří Vomlel, P. Hampl, H. Hamplová: 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./, 1-6. UTIA AV ČR, Praha 2007.
40. * Radim Jiroušek: On a Conditional Irrelevance Relation for Belief Functions Based on the Operator of Composition. Proceedings of the Workshop on Dynamics of Knowledge and Belief, 28-41. FernUniversitat in Hagen, Hagen 2007.
41. * Radim Jiroušek, Jiřina Vejnarová, Milan Daniel: Compositional models for belief functions. Proceedings of 5th International Symposium on Imprecise Probability: Theories and Applications ISIPTA'07, 243-252. Action M Agency, Praha 2007.   Download
42. * Radim Jiroušek: Conditional Irrelevance Relation for Belief Functions: Examples. Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./, 54-68. UTIA AV ČR, Praha 2007.
43. * Radim Jiroušek, M. Malec: Compositional Models and Maximum Entropy Principle. Proceedings of the 6th International Conference on Information and Management Sciences, 289-295. California Polytechnic State University, San Luis Obispo 2007.
44. * Radim Jiroušek, Václav Kratochvíl: Marginalization algorithm for compositional models. IPMU 2006. Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2300-2307. Editions EDK, Paris 2006.
45. * Radim Jiroušek, V. Bína: Theoretical foundations for marginalization in compositional models. Proceedings of Czech-Japan Seminar on Data Analysis and Decision-Making under Uncertainty, 224-231. Wasada University, Kitakyushu 2006.
46. * G. D. Kleiter, Radim Jiroušek: Perfect sequences: a contribution to structuring conditional independence models. Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 65-75. Oeconomica, Praha 2005.
47. * Jiřina Vejnarová, Radim Jiroušek, V. Bína: On an interval-valued solution of the marginal problem. Proceedings of the 4th International Symposium on Imprecise Probabilities and Their Applications, 379-387. ISIPTA, Pittsburg 2005.
48. * H. Hamplová, J. Ivánek, Radim Jiroušek, Tomáš Kroupa, Radim Lněnička, Milan Studený, Jiří Vomlel: Decision support system for comparison of price lists. Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 32-38. Oeconomica, Praha 2005.
49. * V. Bína, Radim Jiroušek: About an effective algorithm for marginalization in multidimensional compositional models. Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 1-13. Oeconomica, Praha 2005.
50. * Radim Jiroušek: Decomposition of Bayesian networks induced by compositional models. Proceedings of the Second European Workshop on Probabilistic Graphical Models, 129-136. University of Nijmegen, Nijmegen 2004.
51. * Radim Jiroušek: What is the difference between Bayesian networks and compositional models?. Proceedings of the 7th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 191-196. Osaka University, Awaji 2004.   Download
52. * Radim Jiroušek: Data-based construction of multidimensional probabilistic models. Conditionals, Information, and Inference. Proceedings, 77-87. Universität Ulm, Ulm 2004.
53. * Radim Jiroušek: On relation of compositional and decomposable models. Proceedings of the Tenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 1057-1064. Universita La Sapienza, Roma 2004.
54. * Radim Jiroušek: Knowledge-based decision-making supported by compositional models. Multiple Participant Decision Making, 135-148. Advanced Knowledge International, Adelaide 2004.
55. * Radim Jiroušek: On approximating multidimensional probability distributions by compositional models. Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications, 305-320. Carleton Scientific, Waterloo 2003.
56. * Radim Jiroušek: MUDIM - a system for MUltiDImensional Model development. Methods for Decision Support in Environment with Uncertainty - Applications in Economics, Business and Engineering. Proceedings of the Czech-Japan Seminar, 40-45. University of Ostrava, Ostrava 2003.
57. * Radim Jiroušek: On computational procedures for probabilistic compositional models. Proceedings of the 5th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 3-10. Osaka University, Osaka 2002.
58. * Radim Jiroušek, Milan Studený, Jiřina Vejnarová: Open problems inspired by Albert Perez. Conditionals, Information, Inference, 117-128. Fern Universität, Hagen 2002.
59. * Radim Jiroušek: Knowledge representation by compositional models. Proceedings of the International Conference on Information and Knowledge Engineering, 117-123. CSREA Press, Las Vegas 2002.
60. * Radim Jiroušek: Detection of independence relations from persegrams. Proceedings of the 9th Information Processing and Management of Uncertainty in Knowledge-based Systems, 1261-1267. ESIA, Annecy 2002.
61. * Radim Jiroušek: Detection of independence relations from persegrams. Proceedings of the 4th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 52-62. VŠE, Praha 2001.
62. * Radim Jiroušek, Jiřina Vejnarová: Perfect sequences for belief networks representation. Proceedings of the 13th IEEE International Conference on Tools in Artificial Intelligence, 87-96. IEEE Computer Society Press, Los Alamitos 2001.
63. * Radim Jiroušek, Jiřina Vejnarová: Construction of multidimensional models by operators of composition: Curent state of art. Proceedings of the 5th Workshop on Uncertainty Processing, 113-126. VŠE, Praha 2000.
64. * Radim Jiroušek: Recent results regarding composition of distributions. Partial Knowledge and Uncertainty: Independence, Conditioning, Inference, 9-12. Baltzer Science Publ., Rome 2000.
65. * Radim Jiroušek: Marginalization in composed probabilistic models. Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence, 36-43. Morgan Kaufmann, San Francisco 2000.
66. * Radim Jiroušek: Graphical Markovm models. Proceedings of the 9th Soft Science Workshop, 65-68. Society of Fuzzy Theory and Systems, Nagaoka 1999.
67. * Radim Jiroušek: Graph modelling of probability distributions. Congresso nazionale della Societa Italiana di Matematica applicata e industriale, 154-158. SIMAI, Roma 1998.
68. * Radim Jiroušek: Graph modelling without graphs. Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU'98. Proceedings, 809-816. La Sorbonne, Paris 1998.
69. * Radim Jiroušek: Artificial intelligence, the marginal problem and inconsistency. Distributions with Given Marginals and Moment Problems, 223-234. Kluwer, Dordrecht 1997.
70. * Radim Jiroušek: Composition of probability measures on finite spaces. Uncertainty in Artificial Intelligence. Proceedings, 274-281. Morgan Kaufmann, San Francisco 1997.
71. * G. D. Kleiter, Radim Jiroušek: Learning Bayesian networks under the control of mutual information. Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU'96. Proceedings, 985-990. University of Granada, Granada 1996.
72. * Radim Jiroušek: I-projections in probabilistic network construction. Partial Knowledge and Uncertainty in Complex Systems, 17-20. Edizioni Kappa, Roma 1996.
73. * Radim Jiroušek, Jiří Vomlel: Inconsistent knowledge integration in a probabilistic model. Mathematical Models for Handling Partial Knowledge in Artificial Intelligence, 263-270. Plenum Press, New York 1995.
74. * Radim Jiroušek: A sequential probabilistic model with nonmonotonic behaviour. Artificial Intelligence Techniques, 39-52. VUT, Brno 1995.
75. * Radim Jiroušek, G. D. Kleiter: A note on learning Bayesian networks. Statistics, Machine Learning and Knowledge Discovery in Databases, 148-153. FORTH, Heraklion 1995.
76. * Radim Jiroušek: Probabilistic model of nonmonotonic reasoning. Uncertainty Processing in Expert Systems. Proceedings, 87-97. VŠE, Praha 1994.
77. * Radim Jiroušek: Multimodel approximation of probability distributions: a tool for knowledge derivation. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Proceedings, 449-454. Cité Internationale Universitaire, Paris 1994.
78. * Radim Jiroušek, Otakar Kříž, Jiřina Vejnarová: Information in Human and Formalized Knowledge. Second European Congress on Systems Science, 899-907. Afcet, Paris 1993.
79. * Radim Jiroušek: Graph Modelling in Probability Distribution Processing. Probabilistic Methods in Expert Systems, 121-137. Societá Italiana di Statistica, Roma 1993.
80. * Radim Jiroušek: Approximations of Probability Distributions by Three Types of Graph Models. Uncertainty in Intelligent Systems, 39-48. NorthHolland, Amsterdam 1993.
81. * Radim Jiroušek: Reasoning and Derivation of Knowledge in Probabilistic Expert Systems. Transactions of the Eleventh Prague Conference on Information Theory, Statistical Decision Functions, Random Processes, 31-40. Academia, Prague 1992.
82. * Radim Jiroušek: Introduction to Probabilistic Methods of Knowledge Representation and Processing. Lecture Notes in Artificial Intelligence. 617. Advanced Topics in Artificial Intelligence, 255-285. Springer, Berlin 1992.
83. * Radim Jiroušek: Simple Approximations of Probability Distributions by Graph Models. International Conference on Information Processing and Management of Uncertainty. IPMU '92, 497-502. Universitat des les Illes Balears, Palma 1992.
84. * Otakar Kříž, Radim Jiroušek: An Expert System as a Controller and its Closed Loop Behaviour. Advanced Methods in Adaptive Control for Industrial Applications, 36-42. Springer, Berlin 1991.
85. * Radim Jiroušek: Decision Trees and their Power to Represent Probability Distributions. Workshop on Uncertainty Processing in Expert Systems, -. ÚTIA ČSAV, Prague 1991.
86. * Radim Jiroušek: Metody integrace znalostí v pravděpodobnostních expertních systémech. Aplikace umělé inteligence AI'89, 9-24. Ústav pro informační systémy v kultuře, Praha 1989.
87. * Radim Jiroušek, Otakar Kříž: Pravděpodobnostní metody technické diagnostiky založené na expertních znalostech. Výsledky výzkumných a vývojových prací pro jaderné elektrárny s lehkovodními reaktory typu VVER 1000, 35-41. ŠKODA, Plzeň 1989.

Other publications (11)
1. * Radim Jiroušek: Multidimensional Compositional Models. Part 1: Introduction. Interní publikace - DAR - ÚTIA 2006/4. ÚTIA AV ČR, Praha 2006.
2. * Radim Jiroušek: A Short Note on Perez´ Approximation by Dependence Structure Simplification. Interní publikace - DAR - ÚTIA 2006/22. ÚTIA AV ČR, Praha 2006.
3. * Radim Jiroušek: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM. Interní publikace - DAR - ÚTIA 2005/22. ÚTIA AV ČR, Praha 2005.
4. * Petr Šimeček, Jana Zvárová, Marie Tomečková, Radim Jiroušek: Application of Compositional Models to Cardiology. Proceedings of the 11th World Congress on Medical Informatics, 1863. IMIA, Edmonton 2004.
5. * Radim Jiroušek: From learning Bayesian networks to a decomposable model construction. Abstract. Workshop on Normative Systems. Abstracts, -. George Mason University, Fairfax 1995.
6. * Radim Jiroušek: Probabilistic Methods in Artificial Intelligence. DrSc.Dissertation. ÚTIA AV ČR, Praha 1993.
7. * Radim Jiroušek: Graph Modelling in Artificial Intelligence. Habilitation. FIS VŠE, Praha 1993.
8. * Radim Jiroušek: [Recenze]. Automatica 27:3 (1991), 585-586.
9. * Radim Jiroušek: Reasoning and Derivation of Knowledge in Probabilistic Expert Systems. Prague Conference on Information Theory. Abstracts, -. ÚTIA ČSAV, Praha 1990.
11. * Radim Jiroušek: [Recenze]. Kybernetika 25:4 (1989), 326-327.

Miscellaneous (2)
1. * M. Inuiguchi, Radim Jiroušek, Václav Kratochvíl: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making. MatfyzPress, Praha 2019.   Download