Prof. Radim Jiroušek, DrSc.

senior research fellow

Radim Jiroušek
Research interests: probabilistic methods in artificial intelligence

Biography

Publication list

Radim Jiroušek is a student and follower of the distinguished scientist of Greek origin, RNDr. Albert Perez, DrSc. Jiroušek graduated from the MFF UK (1969) and received academic degrees from the Academy of Sciences: CSc. (1979) and DrSc. (1993). After completing postgraduate studies, he accepted Perez's offer and commenced a research career at the Institute of Information Theory and Automation (ÚTIA) of the Czechoslovak Academy of Sciences. After 1998, he participated in forming the Department of Mathematical Decision Theory at ÚTIA, which he afterward led for more than five years. He also started teaching at the Czech Technical University in Prague and the University of Economics, Prague, and served in different academic positions for nearly twenty years at the latter. The international professional community knows Radim Jiroušek primarily for publications concerning the representation of multidimensional probability distributions and later for his theory of compositional models. He is the author or co-author of more than a hundred and fifty publications. His name is also connected with Workshops on Uncertainty Processing (famous WUPES), which have been organized since 1988. He also participated in the realization of several international projects. He was the local coordinator of three European projects within the fifth and sixth framework programs and the ESF EUROCORES project, The Logic of Causal and Probabilistic Reasoning in Uncertain Environments.

 

International grants awarded

  • 2018 - 2019: MOST-18-04, The Czech Academy of Sciences, Compositional models for data mining
  • 2008 - 2011: ICC/08/E010, EUROCORES - LogiCCC Logic of Causal and Probabilistic Reasoning under Uncertainty
  • 2006 ± 2007: AKTION 45p16, Bilateral Austrian-Czech Grant Agency, Conditional Independence Models
  • 2004 ± 2005: KONTAKT ± 2004/19, Bilateral Austrian-Czech Grant Agency, Perfect Sequences and their Application to Multidimensional Model Representation
  • 1999 ± 2001: ERBIC15CT980315, European Community Grant Agency, Medical Guideline Technology
  • 1999 ± 2001: KONTAKT ±1999-24, AKTION, Bilateral Austrian-Czech Grant Agency, Psychological and Algorithmic Methods to Construct Bayesian Networks
  • 1997 ± 1998: Ministry of Foreign Affairs, Italy, Intelligent Systems - Research and Education
  • 1995 ± 1996: AKTION - 7p3, Bilateral Austrian-Czech Grant Agency, Constructing Bayesian Networks from Incomplete Information
  • 1994 ± 1996: CEC - CIPA3511CT930053, European Community Grant, Managing Uncertainty in Medicine
  • 1991: CEC - CIPA3510CT920480, European Community Grant, Uncertainty Processing in Expert Systems

Supervised PhD thesis

  • 2018 Lucie Váchová, Causal Bayesian networks: Modelling an Impact of Interventions in Economic Models;
    Faculty of Management, University of Economics, Prague.
  • 2015 Simona Hašková, Managerial Calculations in Terms of Logic, Analytical Microeconomics and Other Theoretical Disciplines;
    Faculty of Management, University of Economics, Prague.
  • 2012 Václav Kratochvíl, Probabilistic Compositional Models: solution of an equivalence problem.
    Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University, Prague
  • 2011 Vladislav Bína, Multidimensional probabilistic distributions: Structure and learning.
    Faculty of Management, University of Economics, Prague.
  • 2010 Jiří Přibil, Efektivní metody detekce plagiátů v rozsáhlých dokumentových skladech.
    Faculty of Management, University of Economics, Prague.
  • 2009 Tomáš Kincl, Uživatelská spokojenost s webem: asymetrické vnímání atributů kvality webu.
    Faculty of Management, University of Economics, Prague.
  • 2005 Tomáš Kroupa, States and Conditional Probability on MV-algebras.
    Faculty of Electrical Engineering, Czech Technical University, Prague
  • 2001 Tomáš Kočka, Graphical Models: learning and applications;
    Faculty of Informatics and Statistics, University of Economics, Prague.
  • 2001 Marta Vomlelová-Sochorová, Decision-theoretic troubleshooting;
    Faculty of Informatics and Statistics, University of Economics, Prague.
  • 2000 Jan Klaschka, Mathematical methods for change of state evaluation in medical research (in Czech);
    Mathematical-Physical Faculty, Charles University, Prague.
  • 2000 Jiří Vomlel, Methods of probabilistic knowledge integration;
    Faculty of Electrical Engineering, Czech Technical University, Prague
  • 1990 Jiřina Vejnarová – Expertní znalosti a pravděpodobnostní rozhodování; Institute of Information Theory and Automation, Czechoslovak Academy of Sciences.

Current students

  • Ing. Radek Švadlenka

Books and chapters

  1. Jiroušek Radim, Kratochvíl Václav: Discrete Compositional Models for Data Mining, MatfyzPress (Praha, 2019) Download [2019]
  2. Jiroušek Radim: A note on simple factorization in Dempster-Shafer theory of evidence, Witnessed Years – Essays in Honour of Petr Hájek, p. 151-167, Eds: Cintula Petr, Haniková Zuzana, Švejdar Vítězslav Download [2009]
  3. Zvárová Jana, Svačina Š., Valenta Zdeněk, Berka Petr, Buchtela David, Jiroušek Radim, Malý Marek, Papíková Vendula, Peleška Jan, Rauch Jan, Vajda Igor, Veselý Arnošt, Zvára Jr. Karel, Zvolský Miroslav: Systémy pro podporu lékařského rozhodování, Universita Karlova - nakladatelství Karolinum (Praha, 2009) Download [2009]
  4. Jiroušek Radim, Ivánek Jiří, Máša P., Toušek J., Vaněk N.: Principy digitální komunikace, LEDA (Praha, 2006) [2006]
  5. Jiroušek Radim, Scozzafava R.: Basic Probability, VŠE (Praha, 2003) [2003]
  6. Jiroušek Radim, Vejnarová Jiřina, Gemela J.: Possibilistic belief network constructed by operators of composition and its application to financial analysis, Belief Functions in Business Decisions, p. 252-280, Eds: Srivastava R. P., Mock T. J., Physica Verlag (Heidelberg, 2002) [2002]
  7. Jiroušek Radim: Metody reprezentace a zpracování znalostí v umělé inteligenci, VŠE (Praha, 1995) [1995]
  8. Richards B., Hájek Petr, Zvárová Jana, Jiroušek Radim, Esteva F., Lubicz M.: MUM: Managing Uncertainty in Medicine, Health in the New Communications Age. Health Care Telematics for the 21st Century, p. 247-250, Eds: Laires M. F., Ladeira M. J., Christensen J. P. DOI: 10.3233/978-1-60750-868-7-247 [1995]
  9. Hájek Petr, Havránek Tomáš, Jiroušek Radim: Uncertain Information Processing in Expert Systems, CRC Press (Boca Raton, 1992) Download [1992]
  10. Hájek Petr, Havránek Tomáš, Jiroušek Radim: Zpracování nejisté informace v expertních systémech, MÚ ČSAV-ČSVTS (Praha, 1989) Download [1989]

Journal articles

  1. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: Computing the decomposable entropy of belief-function graphical models, International Journal of Approximate Reasoning 161 Download Download DOI: 10.1016/j.ijar.2023.108984 [2023]
  2. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: On conditional belief functions in directed graphical models in the Dempster-Shafer theory, International Journal of Approximate Reasoning 160 Download Download DOI: 10.1016/j.ijar.2023.108976 [2023]
  3. Jiroušek Radim, Kratochvíl Václav, Shennoy P. P.: Entropy for evaluation of Dempster-Shafer belief function models, International Journal of Approximate Reasoning 151 1 (2022), p. 164-181 Download Download DOI: 10.1016/j.ijar.2022.09.009 [2022]
  4. Jiroušek Radim, Kratochvíl Václav, Bína Vladislav: Foundations of compositional models: inference, International Journal of General Systems 50 4 (2021), p. 409-433 Download Download DOI: 10.1080/03081079.2021.1895142 [2021]
  5. Jiroušek Radim, Kratochvíl Václav: On subjective expected value under ambiguity, International Journal of Approximate Reasoning 127 1 (2020), p. 70-82 Download Download DOI: 10.1016/j.ijar.2020.09.002 [2020]
  6. Jiroušek Radim, Kratochvíl Václav, Rauh J.: A Note on Approximation of Shenoy's Expectation Operator Using Probabilistic Transforms, International Journal of General Systems 49 1 (2020), p. 48-63 Download Download DOI: 10.1080/03081079.2019.1692006 [2020]
  7. Jiroušek Radim, Shenoy P. P.: On properties of a new decomposable entropy of Dempster-Shafer belief functions, International Journal of Approximate Reasoning 119 1 (2020), p. 260-279 Download Download DOI: 10.1016/j.ijar.2020.01.004 [2020]
  8. Jiroušek Radim, Shenoy P. P.: A new definition of entropy of belief functions in the Dempster-Shafer theory, International Journal of Approximate Reasoning 92 1 (2018), p. 49-65 Download DOI: 10.1016/j.ijar.2017.10.010 [2018]
  9. Jiroušek Radim, Shenoy P. P.: Causal compositional models in valuation-based systems with examples in specific theories, International Journal of Approximate Reasoning 72 1 (2016), p. 95-112 Download DOI: 10.1016/j.ijar.2015.10.003 [2016]
  10. Bína V., Jiroušek Radim: On computations with causal compositional models, Kybernetika 51 3 (2015), p. 525-539 Download Download DOI: 10.14736/kyb-2015-3-0525 [2015]
  11. Jiroušek Radim, Kratochvíl Václav: Foundations of compositional models: structural properties, International Journal of General Systems 44 1 (2015), p. 2-25 Download DOI: 10.1080/03081079.2014.934370 [2015]
  12. Jiroušek Radim, Shenoy P. P.: Compositional models in valuation-based systems, International Journal of Approximate Reasoning 55 1 (2014), p. 277-293 Download DOI: 10.1016/j.ijar.2013.02.002 [2014]
  13. Bína V., Jiroušek Radim: A short note on multivariate dependence modeling, Kybernetika 49 3 (2013), p. 420-432 Download [2013]
  14. Jiroušek Radim: Local computations in Dempster-Shafer theory of evidence, International Journal of Approximate Reasoning 53 8 (2012), p. 1155-1167 Download DOI: 10.1016/j.ijar.2012.06.012 [2012]
  15. Jiroušek Radim, Vejnarová Jiřina: Compositional models and conditional independence in evidence theory, International Journal of Approximate Reasoning 52 3 (2011), p. 316-334 Download DOI: 10.1016/j.ijar.2010.02.005 [2011]
  16. Jiroušek Radim: Foundations of compositional model theory, International Journal of General Systems 40 6 (2011), p. 623-678 Download DOI: 10.1080/03081079.2011.562627 [2011]
  17. Jiroušek Radim: Probabilistic partial knowledge handling, International Journal of Approximate Reasoning 47 3 (2008), p. 359-367 [2008]
  18. Bína V., Jiroušek Radim: Marginalization in Multidimensional Compositional Models, Kybernetika 42 4 (2006), p. 405-422 [2006]
  19. Jiroušek Radim: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM, Logic Journal of the IGPL 14 3 (2006), p. 501-520 [2006]
  20. Jiroušek Radim: On experimental system for multidimensional model development MUDIM, Neural Network World 13 5 (2003), p. 513-520 [2003]
  21. Jiroušek Radim, Kleiter G. D., Vejnarová J.: Editorial note, Soft Computing 7 5 (2003), p. 279 [2003]
  22. Jiroušek Radim, Vejnarová J.: Construction of multidimensional models by operators of composition: current state of art, Soft Computing 7 5 (2003), p. 328-335 [2003]
  23. Jiroušek Radim, Vejnarová Jiřina: General framework for multidimensional models, International Journal of Intelligent Systems 18 1 (2003), p. 107-127 [2003]
  24. Jiroušek Radim: Decomposition of multidimensional distributions represented by perfect sequences, Annals of Mathematics and Artificial Intelligence 35, p. 215-226 [2002]
  25. Jiroušek Radim, Vejnarová Jiřina: Perfect sequences for belief networks representation, Neural Network World 11 6 (2001), p. 611-626 [2001]
  26. Jiroušek Radim: Bayesovské sítě - moderní technologie umělé inteligence, Lékař a technika. Biomedicinské inženýrství a informatika 29 4 (1998), p. 79-88 [1998]
  27. Jiroušek Radim, Kushmerick Nicholas: Constructing probabilistic models, International Journal of Medical Informatics 45 6 (1997), p. 9-18 [1997]
  28. Jiroušek Radim, Přeučil Stanislav: On the effective implementation of the iterative proportional fitting procedure, Computational Statistics and Data Analysis 19, p. 177-189 [1995]
  29. Antoch J., Hájek Petr, Jiroušek Radim: Tomáš Havránek, Computational Statistics and Data Analysis 19 2 (1995), p. 111-113 DOI: 10.1016/0167-9473(95)90000-4 [1995]
  30. Jiroušek Radim: Decision-tree modelling of probability distributions, International Journal of General Systems 22 2 (1994), p. 125-137 [1994]
  31. Jiroušek Radim: Solution of the Marginal Problem and Decomposable Distributions, Kybernetika 27 5 (1991), p. 403-412 [1991]
  32. Jiroušek Radim: Computational aspects of knowledge integration process in probabilistic expert systems, Computational Statistics Quarterly 4 3 (1990), p. 299-306 [1990]
  33. Jiroušek Radim: A survey of methods used in probabilistic expert systems for knowledge integration, Knowledge-Based Systems 3 1 (1990), p. 7-12 [1990]
  34. Jiroušek Radim: A new model of combinatorial probability, Kybernetika 25, p. 52-58 [1989]

Other publications

  1. Jiroušek Radim, Kratochvíl Václav: A tribute to Klir’s research on entropy for belief functions, Proceedings of the 24th Czech-Japan Seminar on Data Analysis and Decision Making, p. 42-51 Download Download [2024]
  2. Jiroušek Radim, Kratochvíl Václav: Entropy-Based Search for the Most Informative Belief Functions, Combining, Modelling and Analyzing Imprecision, Randomness and Dependence, p. 192-199 Download Download DOI: 10.1007/978-3-031-65993-5_23 [2024]
  3. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: 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, p. 1-10, Eds: Yoshifumi Kusunoki, Václav Kratochvíl, Masahiro Inuiguchi, Ondřej Čepek Download [2023]
  4. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: 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,, p. 259-269 Download [2023]
  5. Jiroušek Radim, Kratochvíl Václav, Shennoy P. P.: On Conditional Belief Functions in the Dempster-Shafer Theory, Belief Functions: Theory and Applications. BELIEF 2022, p. 207-218, Eds: Le Hégarat-Mascle Sylvie, Bloch Isabelle, Aldea Emanuel Download DOI: 10.1007/978-3-031-17801-6_20 [2022]
  6. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: Two Composition Operators for Belief Functions Revisited, Proceedings of the 12th Workshop on Uncertainty Processing, p. 123-134, Eds: Studený Milan, Ay Nihat, Coletti Giulianella, Kleiter Gernot D., Shenoy Prakash P. Download [2022]
  7. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: Computing the Decomposable Entropy of Graphical Belief Function Models, Proceedings of the 12th Workshop on Uncertainty Processing, p. 111-122, Eds: Studený Milan, Ay Nihat, Coletti Giulianella, Kleiter Gernot D., Shenoy Prakash P. Download [2022]
  8. Jiroušek Radim, Kratochvíl Václav: Measuring Quality of Belief Function Approximations, Integrated Uncertainty in Knowledge Modelling and Decision Making, p. 3-15, Eds: Honda Katsuhiro, Entani Tomoe, Ubukata Seiki, Huynh Van-Nam, Inuiguchi Masahiro Download DOI: 10.1007/978-3-030-98018-4_1 [2022]
  9. Jiroušek Radim, Kratochvíl Václav: Ambiguity effect: decision-making influenced by lack of information, 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE) Download DOI: 10.1109/ICTE51655.2021.9584706 [2021]
  10. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: Entropy-Based Learning of Compositional Models from Data, Belief Functions: Theory and Applications - 6th International Conference, BELIEF 2021 - Proceedings, p. 117-126, Eds: Denœux T., Lefèvre E., Liu Z., Pichon F. Download DOI: 10.1007/978-3-030-88601-1_12 [2021]
  11. Jiroušek Radim, Kratochvíl Václav: Approximations of belief functions using compositional models, Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 16th European Conference, ECSQARU 2021 Proceedings, p. 354-366, Eds: Vejnarová J., Wilson N. Download DOI: 10.1007/978-3-030-86772-0_26 [2021]
  12. Jiroušek Radim, Kratochvíl Václav: A General Approach to Probabilistic Data Mining, Sensor Networks and Signal Processing, p. 325-340, Eds: Peng Sheng-Lung, Favorskaya Margarita N., Chao Han-Chieh Download DOI: 10.1007/978-981-15-4917-5_25 [2021]
  13. Bína Vladislav, Kratochvíl Václav, Váchová L., Jiroušek Radim, Lee T. R.: Performance of Probabilistic Approach and Artificial Neural Network on Questionnaire Data Concerning Taiwanese Ecotourism, Sensor Networks and Signal Processing, p. 283-295, Eds: Peng Sheng-Lung, Favorskaya Margarita N., Chao Han-Chieh Download DOI: 10.1007/978-981-15-4917-5_22 [2021]
  14. Kratochvíl Václav, Bína Vladislav, Jiroušek Radim, Lee T. R.: Compositional Models: Iterative Structure Learning from Data, Sensor Networks and Signal Processing, p. 379-395, Eds: Peng Sheng-Lung, Favorskaya Margarita N., Chao Han-Chieh Download DOI: 10.1007/978-981-15-4917-5_28 [2021]
  15. Kratochvíl Václav, Jiroušek Radim: On Experimental Part of Behavior under Ambiguity, Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), p. 83-94, Eds: Inuiguchi Masahiro, Jiroušek Radim, Kratochvíl Václav Download [2019]
  16. Jiroušek Radim, Kratochvíl Václav: Preliminary Results from Experiments on the Behavior under Ambiguity, Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), p. 53-64, Eds: Inuiguchi Masahiro, Jiroušek Radim, Kratochvíl Václav Download [2019]
  17. Inuiguchi M., Jiroušek Radim, Kratochvíl Václav: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making, MatfyzPress (Praha, 2019) Download [2019]
  18. Jiroušek Radim, Kratochvíl Václav: On Expected Utility Under Ambiguity, Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, p. 137-147, Eds: Kern-Isberner G., Ognjanovic Z. Download DOI: 10.1007/978-3-030-29765-7_12 [2019]
  19. Kratochvíl Václav, Jiroušek Radim, Lee T. R.: Efficient implementation of compositional models for data mining, Proceedings of the 21st Czech-Japan Seminar od Data Analysis and Decision Making, p. 80-87, Eds: Sung Shao-Chin, Vlach Milan Download [2018]
  20. Jiroušek Radim, Kratochvíl Václav, Lee T. R.: Compositional Models for Data Mining: an Example, Proceedings of the 21st Czech-Japan Seminar od Data Analysis and Decision Making, p. 90-101, Eds: Sung Shao-Chin, Vlach Milan Download [2018]
  21. Bína V., Jiroušek Radim: Causality and Intervention in Business Process Management, Proceedings of the 20th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 15-24, Eds: Novák V., Inuiguchi M., Štěpnička M. Download [2017]
  22. Jiroušek Radim, Krejčová I.: 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), p. 289-294 Download [2017]
  23. Jiroušek Radim, Shenoy P. P.: Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective, Belief Functions: Theory and Applications, p. 3-13, Eds: Vejnarová Jiřina, Kratochvíl Václav Download DOI: 10.1007/978-3-319-45559-4_1 [2016]
  24. Jiroušek Radim, Váchová L.: Sequential Decision Process Supported by a Compositional Model, Integrated Uncertainty in Knowledge Modelling and Decision Making, p. 51-63, Eds: Huynh Van-Nam, Inuiguchi Masahiro, Le Bac, Le Bao Nguyen, Denoeux Thierry Download DOI: 10.1007/978-3-319-49046-5_5 [2016]
  25. Jiroušek Radim, Krejčová I.: Minimum Description Length Principle for Compositional Model Learning, Integrated Uncertainty in Knowledge Modelling and Decision Making, p. 254-266, Eds: Huynh Van-Nam, Inuiguchi Masahiro, Denoeux Thierry Download DOI: 10.1007/978-3-319-25135-6_25 [2015]
  26. Jiroušek Radim: Brief introduction to probabilistic compositional models, Uncertainty Analysis in Economics with Applications, p. 49-60, Eds: Huynh V.-N., Kreinovich V., Sriboonchitta S., Suriya K. Download DOI: 10.1007/978-3-642-35443-4_4 [2013]
  27. Kratochvíl Václav, Jiroušek Radim: 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, p. 149-158 Download [2013]
  28. Jiroušek Radim: A Note on Local Computations in Dempster-Shafer Theory of Evidence, Proceedings of the 7th International Symposium on Imprecise Probability: Theories and Applications, p. 219-227, Eds: Coolen Frank, de Cooman Gert, Fetz Thomas, Oberguggenberger Michael Download [2011]
  29. Jiroušek Radim, Shenoy P. P.: A Note on Factorization of Belief Functions, Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011, p. 43-51 Download [2011]
  30. Jiroušek Radim: Belief Networks and Local Computations, Nonlinear Mathematics for Uncertainty and its Applications, p. 179-188, Eds: Li Shoumei, Wang Xia, Okazaki Yoshiaki, Kawabe Jun, Murofushi Toshiaki, Guann Li Download [2011]
  31. Jiroušek Radim: An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence, Combining Soft Computing and Statistical Methods in Data Analysis, p. 361-368, Eds: Borgelt Ch. , Gonzales-Rodriguez G. , Trutschnig W. , Lubiano M.A. , Gil M.A. , Grzegorzewski P. , Hryniewicz O. Download [2010]
  32. Jiroušek Radim: Approximation of Data by Decomposable Belief Models, Information Processing and Management of Uncertainty in Knowledge-Based Systems (Part I), p. 40-49, Eds: Hüllermeier Eyke , Kruse Rudolf , Hoffmann Frank Download [2010]
  33. Jiroušek Radim: 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, p. 61-66, Eds: Itoh Takeshi , Suzuki Kenichi Download [2010]
  34. Jiroušek Radim: Factorization and Decomposable Models in Dempster-Shafer Theory of Evidence, Proceedings of the Workshop on the Theory of Belief Functions, p. 1-6, Eds: Appriou Alain , Denœux Thierry , Duflos Emmanuel , Martin Arnaud , Rombaut Michèle Download [2010]
  35. Jiroušek Radim: 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, p. 249-258 Download [2009]
  36. Jiroušek Radim, Vejnarová Jiřina: There are combinations and compositions in Dempster-Shafer theory of evidence, Proceedings of the 8th Workshop on Uncertainty Processing, p. 100-111, Eds: Kroupa Tomáš, Vejnarová Jiřina Download [2009]
  37. Jiroušek Radim: Compositional Belief Function Models, Joint 4th International Conference on Soft Computing and Intelligent systems and 9th International Symposium on Advanced Intelligent Systems, p. 1311-1316 Download [2008]
  38. Jiroušek Radim: Conditional Independence and Compositional Models for Belief Functions, The 11th Czech-Japan Seminář on Data Analysis and Decision Making under Uncertainty, p. 75-80 Download [2008]
  39. Jiroušek Radim: Conditional Independence and Factorization of Multidimensional Models, WCCI 2008 Proceedings, p. 2359-2366 Download [2008]
  40. Jiroušek Radim: Persegrams of Compositional Models Revisited: conditional independence, Proceedings of the 12th International Conference on Information Processing and Management of Uncertianlty in Konowledge-based Systems, p. 915-922, Eds: Magdalena L., Ojeda Aciego Manuel, Verdegay J. L. Download [2008]
  41. Jiroušek Radim, Vejnarová Jiřina, Daniel Milan: Compositional models for belief functions, Proceedings of 5th International Symposium on Imprecise Probability: Theories and Applications ISIPTA'07, p. 243-252, Eds: De Cooman G., Vejnarová J., Zaffalon M. Download [2007]
  42. Jiroušek Radim, Malec M.: Compositional Models and Maximum Entropy Principle, Proceedings of the 6th International Conference on Information and Management Sciences, p. 289-295, Eds: Lee T. S., Liu Y., Zhao X. [2007]
  43. Jiroušek Radim: Conditional Irrelevance Relation for Belief Functions: Examples, Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./, p. 54-68, Eds: Kroupa T., Vejnarová J. [2007]
  44. Jiroušek Radim: On a Conditional Irrelevance Relation for Belief Functions Based on the Operator of Composition, Proceedings of the Workshop on Dynamics of Knowledge and Belief, p. 28-41, Eds: Beierle Ch., Kern-Isberner G. [2007]
  45. 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./, p. 1-6, Eds: Kroupa T., Vejnarová J. [2007]
  46. Jiroušek Radim: A Short Note on Perez´ Approximation by Dependence Structure Simplification, ÚTIA AV ČR (Praha, 2006) [2006]
  47. Jiroušek Radim, Bína V.: Theoretical foundations for marginalization in compositional models, Proceedings of Czech-Japan Seminar on Data Analysis and Decision-Making under Uncertainty, p. 224-231 [2006]
  48. Jiroušek Radim, Kratochvíl Václav: Marginalization algorithm for compositional models, IPMU 2006. Information Processing and Management of Uncertainty in Knowledge-Based Systems, p. 2300-2307, Eds: Bouchon-Meunier B., Yager R. R. [2006]
  49. Jiroušek Radim: Multidimensional Compositional Models. Part 1: Introduction, ÚTIA AV ČR (Praha, 2006) [2006]
  50. Kleiter G. D., Jiroušek Radim: Perfect sequences: a contribution to structuring conditional independence models, Proceedings of the 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 65-75, Eds: Kroupa T., Vejnarová J., Oeconomica (Praha, 2005) [2005]
  51. Bína V., Jiroušek Radim: 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, p. 1-13, Eds: Kroupa T., Vejnarová J., Oeconomica (Praha, 2005) [2005]
  52. 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) [2005]
  53. Vejnarová Jiřina, Jiroušek Radim, Bína V.: On an interval-valued solution of the marginal problem, Proceedings of the 4th International Symposium on Imprecise Probabilities and Their Applications, p. 379-387, Eds: Cozman F. G., Nau R., Seidenfeld T., ISIPTA (Pittsburg, 2005) [2005]
  54. Jiroušek Radim: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM, ÚTIA AV ČR (Praha, 2005) [2005]
  55. Jiroušek Radim: Data-based construction of multidimensional probabilistic models, Conditionals, Information, and Inference. Proceedings, p. 77-87 [2004]
  56. Jiroušek Radim: Knowledge-based decision-making supported by compositional models, Multiple Participant Decision Making, p. 135-148 [2004]
  57. Jiroušek Radim: On relation of compositional and decomposable models, Proceedings of the Tenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, p. 1057-1064 [2004]
  58. Jiroušek Radim: 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, p. 191-196, Eds: Noguchi H., Ishii H., Inuiguchi M. Download [2004]
  59. Jiroušek Radim: Decomposition of Bayesian networks induced by compositional models, Proceedings of the Second European Workshop on Probabilistic Graphical Models, p. 129-136 [2004]
  60. Šimeček Petr, Zvárová Jana, Tomečková Marie, Jiroušek Radim: Application of Compositional Models to Cardiology, Proceedings of the 11th World Congress on Medical Informatics, p. 1863 [2004]
  61. Jiroušek Radim: 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, p. 40-45, Eds: Ramík J., Novák V., University of Ostrava (Ostrava, 2003) [2003]
  62. Jiroušek Radim: On approximating multidimensional probability distributions by compositional models, Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications, p. 305-320, Eds: Bernard J.-M., Seidenfeld T., Zaffalon M., Carleton Scientific (Waterloo, 2003) [2003]
  63. Jiroušek Radim: On computational procedures for probabilistic compositional models, Proceedings of the 5th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 3-10, Osaka University (Osaka, 2002) [2002]
  64. Jiroušek Radim: Detection of independence relations from persegrams, Proceedings of the 9th Information Processing and Management of Uncertainty in Knowledge-based Systems, p. 1261-1267, ESIA (Annecy, 2002) [2002]
  65. Jiroušek Radim: Knowledge representation by compositional models, Proceedings of the International Conference on Information and Knowledge Engineering, p. 117-123, Eds: Arabnia H. R., Mun Y., Prasad B., CSREA Press (Las Vegas, 2002) [2002]
  66. Jiroušek Radim, Studený Milan, Vejnarová Jiřina: Open problems inspired by Albert Perez, Conditionals, Information, Inference, p. 117-128, Eds: Kern-Isberner G., Rodder W., Fern Universität (Hagen, 2002) [2002]
  67. Jiroušek Radim, Vejnarová Jiřina: Perfect sequences for belief networks representation, Proceedings of the 13th IEEE International Conference on Tools in Artificial Intelligence, p. 87-96, IEEE Computer Society Press (Los Alamitos, 2001) [2001]
  68. Jiroušek Radim, Vejnarová Jiřina: Proceedings of the 4th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, VŠE (Praha, 2001) [2001]
  69. Jiroušek Radim: Detection of independence relations from persegrams, Proceedings of the 4th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 52-62, Eds: Jiroušek R., Vejnarová J., VŠE (Praha, 2001) [2001]
  70. Jiroušek Radim: Marginalization in composed probabilistic models, Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence, p. 36-43, Eds: Boutilier C., Goldszmidt M., Morgan Kaufmann (San Francisco, 2000) [2000]
  71. Jiroušek Radim: Recent results regarding composition of distributions, Partial Knowledge and Uncertainty: Independence, Conditioning, Inference, p. 9-12, Eds: Scozzafava R., Vantaggi B., Baltzer Science Publ. (Rome, 2000) [2000]
  72. Jiroušek Radim, Vejnarová Jiřina: Construction of multidimensional models by operators of composition: Curent state of art, Proceedings of the 5th Workshop on Uncertainty Processing, p. 113-126, VŠE (Praha, 2000) [2000]
  73. Jiroušek Radim: Graphical Markovm models, Proceedings of the 9th Soft Science Workshop, p. 65-68, Society of Fuzzy Theory and Systems (Nagaoka, 1999) [1999]
  74. Jiroušek Radim: Graph modelling of probability distributions, Congresso nazionale della Societa Italiana di Matematica applicata e industriale, p. 154-158, SIMAI (Roma, 1998) [1998]
  75. Jiroušek Radim: Graph modelling without graphs, Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU'98. Proceedings, p. 809-816, La Sorbonne (Paris, 1998) [1998]
  76. Jiroušek Radim: Composition of probability measures on finite spaces, Uncertainty in Artificial Intelligence. Proceedings, p. 274-281, Eds: Geiger D., Shenoy P. P., Morgan Kaufmann (San Francisco, 1997) [1997]
  77. Jiroušek Radim: Artificial intelligence, the marginal problem and inconsistency, Distributions with Given Marginals and Moment Problems, p. 223-234, Eds: Beneš V., Štěpán J., Kluwer (Dordrecht, 1997) [1997]
  78. Jiroušek Radim: I-projections in probabilistic network construction, Partial Knowledge and Uncertainty in Complex Systems, p. 17-20, Edizioni Kappa (Roma, 1996) [1996]
  79. Kleiter G. D., Jiroušek Radim: Learning Bayesian networks under the control of mutual information, Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU'96. Proceedings, p. 985-990, University of Granada (Granada, 1996) [1996]
  80. Jiroušek Radim: From learning Bayesian networks to a decomposable model construction. Abstract, Workshop on Normative Systems. Abstracts, p. -, George Mason University (Fairfax, 1995) [1995]
  81. Jiroušek Radim, Kleiter G. D.: A note on learning Bayesian networks, Statistics, Machine Learning and Knowledge Discovery in Databases, p. 148-153, Eds: Kodratoff Y., Nakhaeizadeh G., Taylor C., FORTH (Heraklion, 1995) [1995]
  82. Jiroušek Radim: A sequential probabilistic model with nonmonotonic behaviour, Artificial Intelligence Techniques, p. 39-52, Eds: Žižka J., Brazdil P., VUT (Brno, 1995) [1995]
  83. 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) [1995]
  84. Jiroušek Radim: Multimodel approximation of probability distributions: a tool for knowledge derivation, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Proceedings, p. 449-454, Cité Internationale Universitaire (Paris, 1994) [1994]
  85. Jiroušek Radim: Probabilistic model of nonmonotonic reasoning, Uncertainty Processing in Expert Systems. Proceedings, p. 87-97, VŠE (Praha, 1994) [1994]
  86. Jiroušek Radim: Graph Modelling in Artificial Intelligence. Habilitation, FIS VŠE (Praha, 1993) [1993]
  87. Jiroušek Radim: Probabilistic Methods in Artificial Intelligence. DrSc.Dissertation, ÚTIA AV ČR (Praha, 1993) [1993]
  88. Jiroušek Radim: Approximations of Probability Distributions by Three Types of Graph Models, Uncertainty in Intelligent Systems, p. 39-48, Eds: Bouchon-Meunier B., Valverde L., Yager R. R., NorthHolland (Amsterdam, 1993) [1993]
  89. Jiroušek Radim: Graph Modelling in Probability Distribution Processing, Probabilistic Methods in Expert Systems, p. 121-137, Societá Italiana di Statistica (Roma, 1993) [1993]
  90. Jiroušek Radim, Kříž Otakar, Vejnarová Jiřina: Information in Human and Formalized Knowledge, Second European Congress on Systems Science, p. 899-907, Afcet (Paris, 1993) [1993]
  91. Jiroušek Radim: Simple Approximations of Probability Distributions by Graph Models, International Conference on Information Processing and Management of Uncertainty. IPMU '92, p. 497-502, Universitat des les Illes Balears (Palma, 1992) [1992]
  92. Jiroušek Radim: Introduction to Probabilistic Methods of Knowledge Representation and Processing, Advanced Topics in Artificial Intelligence, p. 255-285, Eds: Mařík V., Štěpánková O., Trappl R., Springer (Berlin, 1992) [1992]
  93. Jiroušek Radim: Reasoning and Derivation of Knowledge in Probabilistic Expert Systems, Transactions of the Eleventh Prague Conference on Information Theory, Statistical Decision Functions, Random Processes, p. 31-40, Academia (Prague, 1992) [1992]
  94. Jiroušek Radim: [Recenze], Automatica 27 3 (1991), p. 585-586 [1991]
  95. Jiroušek Radim: Decision Trees and their Power to Represent Probability Distributions, Workshop on Uncertainty Processing in Expert Systems, p. -, ÚTIA ČSAV (Prague, 1991) [1991]
  96. Kříž Otakar, Jiroušek Radim: An Expert System as a Controller and its Closed Loop Behaviour, Advanced Methods in Adaptive Control for Industrial Applications, p. 36-42, Eds: Warwick K., Kárný M., Halousková A., Springer (Berlin, 1991) [1991]
  97. Jiroušek Radim: Reasoning and Derivation of Knowledge in Probabilistic Expert Systems, Prague Conference on Information Theory. Abstracts, p. -, ÚTIA ČSAV (Praha, 1990) [1990]
  98. Jiroušek Radim: [Recenze], Kybernetika 25 4 (1989), p. 326-327 [1989]
  99. Jiroušek Radim, Kříž Otakar: Pravděpodobnostní metody technické diagnostiky založené na expertních znalostech, Výsledky výzkumných a vývojových prací pro jaderné elektrárny s lehkovodními reaktory typu VVER 1000, p. 35-41, ŠKODA (Plzeň, 1989) [1989]
  100. Jiroušek Radim: Metody integrace znalostí v pravděpodobnostních expertních systémech, Aplikace umělé inteligence AI'89, p. 9-24, Ústav pro informační systémy v kultuře (Praha, 1989) [1989]
  101. Jiroušek Radim, Kříž Otakar, Mareš Milan: Vybrané metody rozhodování v nestandardních situacích. Přehledová studie pro potřeby spoluprací na řešení složitých rozhodovacích, ÚTIA ČSAV (Praha, 1989) [1989]