Prof. Radim Jiroušek, DrSc.

Emeritní vědecký pracovník AV ČR

Radim Jiroušek
radim@utia.cas.cz 266052046
Oddělení: Oddělení matematické teorie rozhodování
Vědecké zájmy: pravděpodobnostní metody v umělé inteligenci, domněnkové funkce

Životopis

Seznam publikací

Krátké představení

Radim Jiroušek je žákem a následovníkem významného vědce řeckého původu RNDr. Alberta Pereze, DrSc. Jiroušek absolvoval Matematicko-fyzikální fakultu Univerzity Karlovy (1969) a akademické tituly získal na Akademii věd: CSc. (1979) a DrSc. (1993). Po dokončení postgraduálního studia přijal nabídku Alberta Pereze a zahájil svou vědeckou kariéru v Ústavu teorie informace a automatizace (ÚTIA) Československé akademie věd. Po roce 1998 se podílel na založení Oddělení matematické teorie rozhodování v ÚTIA, které následně více než pět let vedl. Zároveň začal vyučovat na Českém vysokém učení technickém v Praze a na Vysoké škole ekonomické v Praze, kde působil v různých akademických funkcích téměř dvacet let. Mezinárodní odborná komunita zná Radima Jirouška především díky publikacím věnovaným reprezentaci vícerozměrných pravděpodobnostních rozdělení a později jeho teorii kompozičních modelů. Je autorem nebo spoluautorem více než sto padesáti publikací. Jeho jméno je také spojeno s Workshopy o zpracování neurčitosti (známé jako WUPES), které se konají od roku 1988. Podílel se rovněž na realizaci několika mezinárodních projektů. Byl místním koordinátorem tří evropských projektů v rámci pátého a šestého rámcového programu a projektu ESF EUROCORES „Logika kauzálního a pravděpodobnostního uvažování v nejistém prostředí“.

Udělené mezinárodní granty

  • 2018 – 2019: MOST-18-04, Akademie věd ČR, Kompoziční modely pro dolování dat
  • 2008 – 2011: ICC/08/E010, EUROCORES – LogiCCC: Logika kauzálního a pravděpodobnostního uvažování v nejistotě
  • 2006 – 2007: AKTION 45p16, Bilaterální rakousko-česká grantová agentura, Modely podmíněné nezávislosti
  • 2004 – 2005: KONTAKT 2004/19, Bilaterální rakousko-česká grantová agentura, Perfektní posloupnosti a jejich využití při reprezentaci vícerozměrných modelů
  • 1999 – 2001: ERBIC15CT980315, Evropská grantová agentura, Technologie lékařských doporučení
  • 1999 – 2001: KONTAKT 1999-24, AKTION, Bilaterální rakousko-česká grantová agentura, Psychologické a algoritmické metody konstrukce Bayesovských sítí
  • 1997 – 1998: Ministerstvo zahraničních věcí, Itálie, Inteligentní systémy – výzkum a vzdělávání
  • 1995 – 1996: AKTION - 7p3, Bilaterální rakousko-česká grantová agentura, Konstrukce Bayesovských sítí z neúplných informací
  • 1994 – 1996: CEC - CIPA3511CT930053, Grant Evropského společenství, Řízení neurčitosti v medicíně
  • 1991: CEC - CIPA3510CT920480, Grant Evropského společenství, Zpracování neurčitosti v expertních systémech

Vedené disertační práce

  • 2025 Radek Švadlenka
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2018 Lucie Váchová, Kauzální Bayesovské sítě: modelování dopadů intervencí v ekonomických modelech;
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2015 Simona Hašková, Manažerské výpočty z pohledu logiky, analytické mikroekonomie a dalších teoretických disciplín;
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2012 Václav Kratochvíl, Pravděpodobnostní kompoziční modely: řešení problému ekvivalence.
    Fakulta jaderná a fyzikálně inženýrská, České vysoké učení technické v Praze
  • 2011 Vladislav Bína, Vícerozměrná pravděpodobnostní rozdělení: struktura a učení.
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2010 Jiří Přibil, Efektivní metody detekce plagiátů v rozsáhlých dokumentových skladech.
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2009 Tomáš Kincl, Uživatelská spokojenost s webem: asymetrické vnímání atributů kvality webu.
    Fakulta managementu, Vysoká škola ekonomická v Praze.
  • 2005 Tomáš Kroupa, Stavy a podmíněná pravděpodobnost na MV-algebrach.
    Fakulta elektrotechnická, České vysoké učení technické v Praze
  • 2001 Tomáš Kočka, Grafické modely: učení a aplikace;
    Fakulta informatiky a statistiky, Vysoká škola ekonomická v Praze.
  • 2001 Marta Vomlelová-Sochorová, Rozhodovací diagnostika;
    Fakulta informatiky a statistiky, Vysoká škola ekonomická v Praze.
  • 2000 Jan Klaschka, Matematické metody pro hodnocení změn stavů ve zdravotnickém výzkumu (v češtině);
    Matematicko-fyzikální fakulta, Univerzita Karlova, Praha.
  • 2000 Jiří Vomlel, Metody integrace pravděpodobnostního poznání;
    Fakulta elektrotechnická, České vysoké učení technické v Praze
  • 1990 Jiřina Vejnarová – Expertní znalosti a pravděpodobnostní rozhodování; Ústav teorie informace a automatizace, Československá akademie věd.

Současní doktorandi

Knihy a kapitoly

  1. Jiroušek Radim, Kratochvíl Václav: Discrete Compositional Models for Data Mining, MatfyzPress (Praha, 2019) Stáhnout [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 Stáhnout [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) Stáhnout [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) Stáhnout [1992]
  10. Hájek Petr, Havránek Tomáš, Jiroušek Radim: Zpracování nejisté informace v expertních systémech, MÚ ČSAV-ČSVTS (Praha, 1989) Stáhnout [1989]

Články v časopisech

  1. Jiroušek Radim, Kratochvíl Václav: About twenty-five naughty entropies in belief function theory: Do they measure informativeness?, International Journal of Approximate Reasoning 184 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2025.109454 [2025]
  2. Jiroušek Radim, Kratochvíl Václav, Shenoy P. P.: Computing the decomposable entropy of belief-function graphical models, International Journal of Approximate Reasoning 161 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2023.108984 [2023]
  3. 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 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2023.108976 [2023]
  4. 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 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2022.09.009 [2022]
  5. Jiroušek Radim, Kratochvíl Václav, Bína Vladislav: Foundations of compositional models: inference, International Journal of General Systems 50 4 (2021), p. 409-433 Stáhnout Stáhnout DOI: 10.1080/03081079.2021.1895142 [2021]
  6. Jiroušek Radim, Kratochvíl Václav: On subjective expected value under ambiguity, International Journal of Approximate Reasoning 127 1 (2020), p. 70-82 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2020.09.002 [2020]
  7. 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 Stáhnout Stáhnout DOI: 10.1080/03081079.2019.1692006 [2020]
  8. 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 Stáhnout Stáhnout DOI: 10.1016/j.ijar.2020.01.004 [2020]
  9. 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 Stáhnout DOI: 10.1016/j.ijar.2017.10.010 [2018]
  10. 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 Stáhnout DOI: 10.1016/j.ijar.2015.10.003 [2016]
  11. Bína V., Jiroušek Radim: On computations with causal compositional models, Kybernetika 51 3 (2015), p. 525-539 Stáhnout Stáhnout DOI: 10.14736/kyb-2015-3-0525 [2015]
  12. Jiroušek Radim, Kratochvíl Václav: Foundations of compositional models: structural properties, International Journal of General Systems 44 1 (2015), p. 2-25 Stáhnout DOI: 10.1080/03081079.2014.934370 [2015]
  13. Jiroušek Radim, Shenoy P. P.: Compositional models in valuation-based systems, International Journal of Approximate Reasoning 55 1 (2014), p. 277-293 Stáhnout DOI: 10.1016/j.ijar.2013.02.002 [2014]
  14. Bína V., Jiroušek Radim: A short note on multivariate dependence modeling, Kybernetika 49 3 (2013), p. 420-432 Stáhnout [2013]
  15. Jiroušek Radim: Local computations in Dempster-Shafer theory of evidence, International Journal of Approximate Reasoning 53 8 (2012), p. 1155-1167 Stáhnout DOI: 10.1016/j.ijar.2012.06.012 [2012]
  16. Jiroušek Radim, Vejnarová Jiřina: Compositional models and conditional independence in evidence theory, International Journal of Approximate Reasoning 52 3 (2011), p. 316-334 Stáhnout DOI: 10.1016/j.ijar.2010.02.005 [2011]
  17. Jiroušek Radim: Foundations of compositional model theory, International Journal of General Systems 40 6 (2011), p. 623-678 Stáhnout DOI: 10.1080/03081079.2011.562627 [2011]
  18. Jiroušek Radim: Probabilistic partial knowledge handling, International Journal of Approximate Reasoning 47 3 (2008), p. 359-367 [2008]
  19. Bína V., Jiroušek Radim: Marginalization in Multidimensional Compositional Models, Kybernetika 42 4 (2006), p. 405-422 [2006]
  20. Jiroušek Radim: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM, Logic Journal of the IGPL 14 3 (2006), p. 501-520 [2006]
  21. Jiroušek Radim: On experimental system for multidimensional model development MUDIM, Neural Network World 13 5 (2003), p. 513-520 [2003]
  22. Jiroušek Radim, Kleiter G. D., Vejnarová J.: Editorial note, Soft Computing 7 5 (2003), p. 279 [2003]
  23. 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]
  24. Jiroušek Radim, Vejnarová Jiřina: General framework for multidimensional models, International Journal of Intelligent Systems 18 1 (2003), p. 107-127 [2003]
  25. Jiroušek Radim: Decomposition of multidimensional distributions represented by perfect sequences, Annals of Mathematics and Artificial Intelligence 35, p. 215-226 [2002]
  26. Jiroušek Radim, Vejnarová Jiřina: Perfect sequences for belief networks representation, Neural Network World 11 6 (2001), p. 611-626 [2001]
  27. Jiroušek Radim: Bayesovské sítě - moderní technologie umělé inteligence, Lékař a technika. Biomedicinské inženýrství a informatika 29 4 (1998), p. 79-88 [1998]
  28. Jiroušek Radim, Kushmerick Nicholas: Constructing probabilistic models, International Journal of Medical Informatics 45 6 (1997), p. 9-18 [1997]
  29. Jiroušek Radim, Přeučil Stanislav: On the effective implementation of the iterative proportional fitting procedure, Computational Statistics and Data Analysis 19, p. 177-189 [1995]
  30. 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]
  31. Jiroušek Radim: Decision-tree modelling of probability distributions, International Journal of General Systems 22 2 (1994), p. 125-137 [1994]
  32. Jiroušek Radim: Solution of the Marginal Problem and Decomposable Distributions, Kybernetika 27 5 (1991), p. 403-412 [1991]
  33. Jiroušek Radim: Computational aspects of knowledge integration process in probabilistic expert systems, Computational Statistics Quarterly 4 3 (1990), p. 299-306 [1990]
  34. Jiroušek Radim: A survey of methods used in probabilistic expert systems for knowledge integration, Knowledge-Based Systems 3 1 (1990), p. 7-12 [1990]
  35. Jiroušek Radim: A new model of combinatorial probability, Kybernetika 25, p. 52-58 [1989]

Ostatní publikace

  1. Kratochvíl Václav, Jiroušek Radim, Daniel Milan: A Polyhedral Approach to Learning Belief Functions from Imprecise Data, Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2026 Proceedings, Part III, p. 147-160, Eds: Coletti G., Denoeux T., Laurent A., Petturiti D., Miranda E., Medina J., Bouchon-Meunier B., Yager R. R. Stáhnout DOI: 10.1007/978-3-032-28994-0_11 [2026]
  2. Kratochvíl Václav, Jiroušek Radim, Daniel Milan: Learning Belief Functions from Data via Polyhedral Methods, Proceedings of the 25th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, p. 9-20, Eds: Kusunoki Yoshifumi, Kratochvíl Václav Stáhnout [2025]
  3. Daniel Milan, Jiroušek Radim, Kratochvíl Václav: How Sir Harold Jeffreys would create a belief function based on data, Proceedings of the 13th Workshop on Uncertainty Processing (WUPES’25), p. 92-103, Eds: Studený Milan, Ay Nihat, Capotorti Andrea, Csirmaz László, Jiroušek Radim, Kleiter Gernot D., Shenoy Prakash P. Stáhnout [2025]
  4. Daniel Milan, Jiroušek Radim, Kratochvíl Václav: Discounting or Optimizing? Different Approaches to Pseudo-Belief Function Correction, Proceedings of the 13th Workshop on Uncertainty Processing (WUPES’25), p. 104-115, Eds: Studený Milan, Ay Nihat, Capotorti Andrea, Csirmaz László, Jiroušek Radim, Kleiter Gernot D., Shenoy Prakash P. Stáhnout [2025]
  5. 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 Stáhnout Stáhnout [2024]
  6. Jiroušek Radim, Kratochvíl Václav: Entropy-Based Search for the Most Informative Belief Functions, Combining, Modelling and Analyzing Imprecision, Randomness and Dependence, p. 192-199 Stáhnout Stáhnout DOI: 10.1007/978-3-031-65993-5_23 [2024]
  7. 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 Stáhnout [2023]
  8. 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 Stáhnout [2023]
  9. 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 Stáhnout DOI: 10.1007/978-3-031-17801-6_20 [2022]
  10. 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. Stáhnout [2022]
  11. 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. Stáhnout [2022]
  12. 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 Stáhnout DOI: 10.1007/978-3-030-98018-4_1 [2022]
  13. Jiroušek Radim, Kratochvíl Václav: Ambiguity effect: decision-making influenced by lack of information, 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE) Stáhnout DOI: 10.1109/ICTE51655.2021.9584706 [2021]
  14. 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. Stáhnout DOI: 10.1007/978-3-030-88601-1_12 [2021]
  15. 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. Stáhnout DOI: 10.1007/978-3-030-86772-0_26 [2021]
  16. 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 Stáhnout DOI: 10.1007/978-981-15-4917-5_25 [2021]
  17. 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 Stáhnout DOI: 10.1007/978-981-15-4917-5_22 [2021]
  18. 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 Stáhnout DOI: 10.1007/978-981-15-4917-5_28 [2021]
  19. 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 Stáhnout [2019]
  20. 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 Stáhnout [2019]
  21. Inuiguchi M., Jiroušek Radim, Kratochvíl Václav: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making, MatfyzPress (Praha, 2019) Stáhnout [2019]
  22. 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. Stáhnout DOI: 10.1007/978-3-030-29765-7_12 [2019]
  23. 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 Stáhnout [2018]
  24. 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 Stáhnout [2018]
  25. 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. Stáhnout [2017]
  26. 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 Stáhnout [2017]
  27. 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 Stáhnout DOI: 10.1007/978-3-319-45559-4_1 [2016]
  28. 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 Stáhnout DOI: 10.1007/978-3-319-49046-5_5 [2016]
  29. 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 Stáhnout DOI: 10.1007/978-3-319-25135-6_25 [2015]
  30. 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. Stáhnout DOI: 10.1007/978-3-642-35443-4_4 [2013]
  31. 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 Stáhnout [2013]
  32. 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 Stáhnout [2011]
  33. 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 Stáhnout [2011]
  34. 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 Stáhnout [2011]
  35. 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. Stáhnout [2010]
  36. 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 Stáhnout [2010]
  37. 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 Stáhnout [2010]
  38. 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 Stáhnout [2010]
  39. 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 Stáhnout [2009]
  40. 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 Stáhnout [2009]
  41. 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 Stáhnout [2008]
  42. 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 Stáhnout [2008]
  43. Jiroušek Radim: Conditional Independence and Factorization of Multidimensional Models, WCCI 2008 Proceedings, p. 2359-2366 Stáhnout [2008]
  44. 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. Stáhnout [2008]
  45. 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. Stáhnout [2007]
  46. 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]
  47. 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]
  48. 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]
  49. 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]
  50. Jiroušek Radim: A Short Note on Perez´ Approximation by Dependence Structure Simplification, ÚTIA AV ČR (Praha, 2006) [2006]
  51. 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]
  52. 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]
  53. Jiroušek Radim: Multidimensional Compositional Models. Part 1: Introduction, ÚTIA AV ČR (Praha, 2006) [2006]
  54. 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]
  55. 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]
  56. 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]
  57. 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]
  58. Jiroušek Radim: Data-Based Construction of Multidimensional Probabilistic Models with MUDIM, ÚTIA AV ČR (Praha, 2005) [2005]
  59. Jiroušek Radim: Data-based construction of multidimensional probabilistic models, Conditionals, Information, and Inference. Proceedings, p. 77-87 [2004]
  60. Jiroušek Radim: Knowledge-based decision-making supported by compositional models, Multiple Participant Decision Making, p. 135-148 [2004]
  61. 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]
  62. 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. Stáhnout [2004]
  63. Jiroušek Radim: Decomposition of Bayesian networks induced by compositional models, Proceedings of the Second European Workshop on Probabilistic Graphical Models, p. 129-136 [2004]
  64. 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]
  65. 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]
  66. 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]
  67. 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]
  68. 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]
  69. 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]
  70. 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]
  71. 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]
  72. Jiroušek Radim, Vejnarová Jiřina: Proceedings of the 4th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, VŠE (Praha, 2001) [2001]
  73. 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]
  74. 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]
  75. 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]
  76. 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]
  77. Jiroušek Radim: Graphical Markovm models, Proceedings of the 9th Soft Science Workshop, p. 65-68, Society of Fuzzy Theory and Systems (Nagaoka, 1999) [1999]
  78. Jiroušek Radim: Graph modelling of probability distributions, Congresso nazionale della Societa Italiana di Matematica applicata e industriale, p. 154-158, SIMAI (Roma, 1998) [1998]
  79. 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]
  80. 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]
  81. 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]
  82. Jiroušek Radim: I-projections in probabilistic network construction, Partial Knowledge and Uncertainty in Complex Systems, p. 17-20, Edizioni Kappa (Roma, 1996) [1996]
  83. 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]
  84. Jiroušek Radim: From learning Bayesian networks to a decomposable model construction. Abstract, Workshop on Normative Systems. Abstracts, p. -, George Mason University (Fairfax, 1995) [1995]
  85. 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]
  86. Jiroušek Radim: A sequential probabilistic model with nonmonotonic behaviour, Artificial Intelligence Techniques, p. 39-52, Eds: Žižka J., Brazdil P., VUT (Brno, 1995) [1995]
  87. 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]
  88. 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]
  89. Jiroušek Radim: Probabilistic model of nonmonotonic reasoning, Uncertainty Processing in Expert Systems. Proceedings, p. 87-97, VŠE (Praha, 1994) [1994]
  90. Jiroušek Radim: Graph Modelling in Artificial Intelligence. Habilitation, FIS VŠE (Praha, 1993) [1993]
  91. Jiroušek Radim: Probabilistic Methods in Artificial Intelligence. DrSc.Dissertation, ÚTIA AV ČR (Praha, 1993) [1993]
  92. 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]
  93. Jiroušek Radim: Graph Modelling in Probability Distribution Processing, Probabilistic Methods in Expert Systems, p. 121-137, Societá Italiana di Statistica (Roma, 1993) [1993]
  94. 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]
  95. 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]
  96. 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]
  97. 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]
  98. Jiroušek Radim: [Recenze], Automatica 27 3 (1991), p. 585-586 [1991]
  99. Jiroušek Radim: Decision Trees and their Power to Represent Probability Distributions, Workshop on Uncertainty Processing in Expert Systems, p. -, ÚTIA ČSAV (Prague, 1991) [1991]
  100. 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]
  101. Jiroušek Radim: Reasoning and Derivation of Knowledge in Probabilistic Expert Systems, Prague Conference on Information Theory. Abstracts, p. -, ÚTIA ČSAV (Praha, 1990) [1990]
  102. Jiroušek Radim: [Recenze], Kybernetika 25 4 (1989), p. 326-327 [1989]
  103. 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]
  104. 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]
  105. 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]
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