Publications - Václav Kratochvíl
Books and chapters (1)
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1. * Radim Jiroušek, Václav Kratochvíl: Discrete Compositional Models for Data Mining. MatfyzPress, Praha 2019. Download |
Journal articles (17)
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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 |
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2. * Jiří Vomlel, Václav Kratochvíl, F. Kratochvíl: Structural learning of mixed noisy-OR Bayesian networks. International Journal of Approximate Reasoning 161. Elsevier. Download |
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3. * Radim Jiroušek, Václav Kratochvíl, P. P. Shenoy: Computing the decomposable entropy of belief-function graphical models. International Journal of Approximate Reasoning 161. Elsevier. Download |
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4. * 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 |
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5. * Milan Studený, Václav Kratochvíl: Facets of the cone of exact games. Mathematical Methods of Operations Research 95:1 (2022), 35-80. Springer. Download |
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6. * Silvia Carpitella, M. Inuiguchi, Václav Kratochvíl, Miroslav Pištěk: Multi-criteria decision analysis without consistency in pairwise comparisons. Computers & Industrial Engineering 168. Elsevier. Download |
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7. * F. Kratochvíl, D. Moeljadi, B. Delpada, Václav Kratochvíl, Jiří Vomlel: Aspectual pairing and aspectual classes in Abui. STUF-Language Typology and Universals 74, 621-657. Walter de Gruyter. Download |
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8. * Milan Studený, J. Cussens, Václav Kratochvíl: The dual polyhedron to the chordal graph polytope and the rebuttal of the chordal graph conjecture. International Journal of Approximate Reasoning 138:1 (2021), 188-203. Elsevier. Download |
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9. * Radim Jiroušek, Václav Kratochvíl, Vladislav Bína: Foundations of compositional models: inference. International Journal of General Systems 50:4 (2021), 409-433. Taylor & Francis. Download |
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10. * Milan Daniel, Václav Kratochvíl: Hidden Conflicts of Belief Functions. International Journal of Computational Intelligence Systems 14:1 (2021), 438-452. Springer. Download |
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11. * 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 |
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12. * Radim Jiroušek, Václav Kratochvíl: On subjective expected value under ambiguity. International Journal of Approximate Reasoning 127:1 (2020), 70-82. Elsevier. Download |
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13. * Milan Studený, Václav Kratochvíl: Linear criterion for testing the extremity of an exact game based on its finest min-representation. International Journal of Approximate Reasoning 101:1 (2018), 49-68. Elsevier. Download |
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14. * Václav Kratochvíl, Jiří Vomlel: Influence diagrams for speed profile optimization. International Journal of Approximate Reasoning 88:1 (2017), 567-586. Elsevier. Download |
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15. * Radim Jiroušek, Václav Kratochvíl: Foundations of compositional models: structural properties. International Journal of General Systems 44:1 (2015), 2-25. Taylor & Francis. Download |
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16. * Václav Kratochvíl: Probabilistic Compositional Models: solution of an equivalence problem. International Journal of Approximate Reasoning 54:5 (2013), 590-601. Elsevier. Download |
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17. * Václav Kratochvíl: Characteristic Properties of Equivalent Structures in Compositional Models. International Journal of Approximate Reasoning 52:5 (2011), 599-612. Elsevier. Download |
Conference papers (49)
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1. * 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 |
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2. * 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 |
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3. * F. Kratochvíl, G. Saad, Jiří Vomlel, Václav Kratochvíl: Automatic Verb Classifier for Abui (AVC-abz). Proceedings of the Workshop on Resources and Technologies for Indigenous, Endangered and Lesser-resourced Languages in Eurasia within the 13th Language Resources and Evaluation Conference, 42-50. European Language Resources Association, Paris 2022. Download |
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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 |
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5. * F. Kratochvíl, Václav Kratochvíl, Jiří Vomlel: Learning Noisy-Or Networks with an Application in Linguistics. Proceedings of Machine Learning Research, Volume 186 : Proceedings of The 11th International Conference on Probabilistic Graphical Models, 277-288. PMLR, Almerı́a 2022. Download |
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6. * F. Kratochvíl, Václav Kratochvíl, G. Saad, Jiří Vomlel: Modeling the spread of loanwords in South-East Asia using sailing navigation software and Bayesian networks. Proceedings of the 12th Workshop on Uncertainty Processing, 135-146. MatfyzPress, Prague 2022. Download |
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7. * Radim Jiroušek, Václav Kratochvíl: Measuring Quality of Belief Function Approximations. Integrated Uncertainty in Knowledge Modelling and Decision Making, 3-15. Springer, Cham 2022. Download |
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8. * 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 |
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9. * 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 |
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10. * Milan Daniel, Václav Kratochvíl: Classes of Conflictness / Non-Conflictness of Belief Functions. Proceedings of the 12th Workshop on Uncertainty Processing, 97-110. MatfyzPress, Prague 2022. Download |
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11. * Radim Jiroušek, Václav Kratochvíl: A General Approach to Probabilistic Data Mining. Sensor Networks and Signal Processing, 325-340. Springer, Singapore 2021. Download |
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12. * 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 |
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13. * 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 |
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14. * 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 |
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15. * Milan Studený, J. Cussens, Václav Kratochvíl: Dual formulation of the chordal graph conjecture. Proceedings of Machine Learning Research, Volume 138: International Conference on Probabilistic Graphical Models, 23-25 September 2020, Hotel Comwell Rebild Bakker, Skørping, Denmark, 449-460. JMLR, Inc. and Microtome Publishing, Brookline 2021. Download |
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16. * Milan Daniel, Václav Kratochvíl: Comparison of Shades and Hiddenness of Conflict. Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 16th European Conference, ECSQARU 2021 Proceedings, 314-327. Springer, Cham 2021. Download |
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17. * Silvia Carpitella, Miroslav Pištěk, M. Inuiguchi, Václav Kratochvíl: A novel approach to handle intransitive judgements in industrial control problems. Proceedings of the 20th International Conference on Modeling & Applied Simulation (MAS 2021), 162-169. I3M, Janov 2021. Download |
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18. * 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 |
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19. * 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 |
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20. * M. Daniel, Václav Kratochvíl: Belief Functions and Degrees of Non-conflictness. Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, 125-136. Springer Intenational Publishing, Cham 2019. Download |
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21. * Milan Studený, Václav Kratochvíl, Jiří Vomlel: On irreducible min-balanced set systems. Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, 444-454. Springer Intenational Publishing, Cham 2019. Download |
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22. * 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 |
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23. * M. Daniel, Václav Kratochvíl: On Hidden Conflicts of Belief Functions. Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), 504-511. Atlantis Press, Hong Kong 2019. Download |
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24. * M. Daniel, Václav Kratochvíl: A Step towards Upper-bound of Conflict of Belief Functions based on Non-conflicting Parts. Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19), 29-40. MatfyzPress, Praha 2019. Download |
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25. * 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 |
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26. * 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 |
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27. * M. Daniel, Václav Kratochvíl: About Two Consonant Conflicts of Belief Functions. Proceedings of the 11 th Workshop on Uncertainty Processing, 61-74. MatfyzPress, Praha 2018. Download |
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28. * Jiří Vomlel, Václav Kratochvíl: Dynamic Bayesian Networks for the Classification of Sleep Stages. Proceedings of the 11th Workshop on Uncertainty Processing (WUPES’18), 205-215. MatfyzPress, Publishing House of the Faculty of Mathematics and Physics Charles University, Praha 2018. Download |
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29. * 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 |
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30. * 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 |
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31. * 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 |
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32. * Milan Studený, Tomáš Kroupa, Václav Kratochvíl: On attempts to characterize facet-defining inequalities of the cone of exact games. Proceedings of the 11th Workshop on Uncertainty Processing (WUPES’18), 177-187. MatfyzPress, Publishing House of the Faculty of Mathematics and Physics Charles University, Praha 2018. Download |
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33. * M. Daniel, Václav Kratochvíl: Hidden Conflict of Belief Functions. Proceedings of the 21st Czech-Japan Seminar od Data Analysis and Decision Making, 31-40. Aoyama Gakuin University, Japan, Japan 2018. Download |
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34. * Milan Studený, Václav Kratochvíl: Linear core-based criterion for testing extreme exact games. Proceedings of the 10th International Symposium on Imprecise Probability: Theories and Applications, 313-324. PMLR, Lugano 2017. Download |
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35. * Jiří Vomlel, Václav Kratochvíl: Solving Trajectory Optimization Problems by Influence Diagrams. Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2017, 146-155. Springer, Cham 2017. Download |
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36. * M. Daniel, Václav Kratochvíl: Hidden Auto-Conflict in the Theory of Belief Functions. Proceedings of the 20th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty, 34-45. University of Ostrava, Ostrava 2017. Download |
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37. * Václav Kratochvíl, Jiří Vomlel: Influence Diagrams for the Optimization of a Vehicle Speed Profile. Proceedings of the Twelfth UAI Bayesian Modeling Applications Workshop (BMAW 2015) co-located with the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), 44-53. Sun SITE Central Europe, Achen 2016. Download |
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38. * Václav Kratochvíl, Jiřina Vejnarová: IPFP and Further Experiments. Belief Functions: Theory and Applications, 164-173. Springer, Switzerland 2016. Download |
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39. * Jiří Vomlel, Václav Kratochvíl: Influence diagrams for speed profile optimization" computational issues. Proceedings of the 10th Workshop on Uncertainty Processing WUPES’15, 203-216. Oeconomica, Praha 2015. Download |
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40. * 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 |
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41. * Václav Kratochvíl: An attempt to implement Compositional Models in Dempster-Shafer theory of Evidence. Proceedings of the 9th Workshop on Uncertainty Processing, 102-113. Faculty of Management, University of Economics, Prague, Jindřichův Hradec 2012. Download |
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42. * Václav Kratochvíl: Conditioning and Flexibility in Compositional Models. Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011, 66-73. Matfyzpress, Praha 2011. Download |
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43. Václav Kratochvíl, H. Kružík, P. Tůma, Jiří Vomlel, Petr Somol: Predikce hospitalizační mortality u akutního infarktu myokardu. Sborník příspěvků MEDSODFT 2011, 128-138. Creative Connections, s.r.o, Praha 2011. Download |
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44. * Václav Kratochvíl: Relationship between properties characterizing independence equivalence in Bayesian networks and compositional models. Proceedings of the 13th Czech-Japan Seminar on Data Analysis and Decision Making in Service Science, 49-54. University Hall, Otaru 2010. Download |
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45. * Václav Kratochvíl: Equivalence Problem in Compositional Models. WUPES'09, 133-143. University of Economics Prague, Praha 2009. Download |
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46. * Václav Kratochvíl: Motivatio for different characterization of Equivalent Persegrams. Proceedings ot the 12th Czech-Japan seminar on Data Analysis and Decision Making under Uncertainty, 67-78. University of Ostrava, Ostrava 2009. Download |
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47. * 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. |
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48. * Václav Kratochvíl: An Effective Algorithm to Search Reductions in Compositional Models. Proceedings of Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /10./, 75-86. UTIA AV ČR, Praha 2007. |
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49. * 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. |
Other publications (1)
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1. * Václav Kratochvíl: Probabilistc Compositional Models: solution of an equivalence problem. Czech Technical University, Praha 2012. Download |
Miscellaneous (6)
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1. * M. Inuiguchi, Radim Jiroušek, Václav Kratochvíl: Proceedings of the 22nd Czech-Japan Seminar on Data Analysis and Decision Making. MatfyzPress, Praha 2019. Download |
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2. * Václav Kratochvíl, Jiřina Vejnarová: Proceedings of the 11th Workshop on Uncertainty Processing. MatfyzPress, Praha 2018. Download |
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3. * Michal Červinka, Václav Kratochvíl: Parametric Optimization and Related Topics XI. MatfyzPress, Praha 2017. Download |
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4. * Jiřina Vejnarová, Václav Kratochvíl: Belief Functions: Theory and Applications /4th International Conference, BELIEF 2016, Prague, Czech Republic, September 21-23, 2016, Proceedings/. Lecture Notes in Artificial Intelligence 9861. Springer International Publishing, Cham 2016. Download |
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5. * Václav Kratochvíl: Information Geometry and its Applications IV. MatfyzPress, Praha 2016. Download |
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6. * Václav Kratochvíl: Proceedings of the 10th Workshop on Uncertainty Processing. Oeconomica, Praha 2015. Download |