Radim Jirousek

Publication Activity (10 Years)

Years Active: 1975-2023
Publications (10 Years): 22

Top Topics

Expected Utility

Dempster Shafer

Belief Functions

Directed Graphical Models

Top Venues

Int. J. Approx. Reason.

Int. J. Gen. Syst.

Publications

Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On the relationship between graphical and compositional models for the Dempster-Shafer theory of belief functions. ISIPTA (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On conditional belief functions in directed graphical models in the Dempster-Shafer theory. Int. J. Approx. Reason. 160 (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Computing the decomposable entropy of belief-function graphical models. Int. J. Approx. Reason. 161 (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Entropy for evaluation of Dempster-Shafer belief function models. Int. J. Approx. Reason. 151 (2022)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On Conditional Belief Functions in the Dempster-Shafer Theory. BELIEF (2022)
Radim Jirousek, Václav Kratochvíl
Measuring Quality of Belief Function Approximations. IUKM (2022)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Entropy-Based Learning of Compositional Models from Data. BELIEF (2021)
Vladislav Bína, Radim Jirousek, Václav Kratochvíl
Foundations of compositional models: inference. Int. J. Gen. Syst. 50 (4) (2021)
Radim Jirousek, Václav Kratochvíl
Approximations of Belief Functions Using Compositional Models. ECSQARU (2021)
Radim Jirousek
A short note on decomposition and composition of knowledge. Int. J. Approx. Reason. 120 (2020)
Radim Jirousek, Václav Kratochvíl, Johannes Rauh
A note on the approximation of Shenoy's expectation operator using probabilistic transforms. Int. J. Gen. Syst. 49 (1) (2020)
Radim Jirousek
On a possibility of gradual model-learning. PGM (2020)
Radim Jirousek, Václav Kratochvíl
On subjective expected value under ambiguity. Int. J. Approx. Reason. 127 (2020)
Radim Jirousek, Prakash P. Shenoy
On properties of a new decomposable entropy of Dempster-Shafer belief functions. Int. J. Approx. Reason. 119 (2020)
Radim Jirousek, Václav Kratochvíl
On Expected Utility Under Ambiguity. ECSQARU (2019)
Radim Jirousek, Prakash P. Shenoy
Combination and Composition in Probabilistic Models. ECONVN (2018)
Radim Jirousek, Prakash P. Shenoy
A new definition of entropy of belief functions in the Dempster-Shafer theory. Int. J. Approx. Reason. 92 (2018)
Radim Jirousek, Prakash P. Shenoy
A Decomposable Entropy of Belief Functions in the Dempster-Shafer Theory. BELIEF (2018)
Radim Jirousek, Prakash P. Shenoy
Ambiguity aversion and a decision-theoretic framework using belief functions. SSCI (2017)
Radim Jirousek, Prakash P. Shenoy
Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective. BELIEF (2016)
Radim Jirousek, Lucie Váchová
Sequential Decision Process Supported by a Compositional Model. IUKM (2016)
Radim Jirousek, Prakash P. Shenoy
Causal compositional models in valuation-based systems with examples in specific theories. Int. J. Approx. Reason. 72 (2016)
Radim Jirousek, Iva Krejcová
Minimum Description Length Principle for Compositional Model Learning. IUKM (2015)
Radim Jirousek, Václav Kratochvíl
Foundations of compositional models: structural properties. Int. J. Gen. Syst. 44 (1) (2015)
Vladislav Bína, Radim Jirousek
On computations with causal compositional models. Kybernetika 51 (3) (2015)
Dagmar Harmancová, Radim Jirousek
Special issue dedicated to Ivan Kramosil. Kybernetika 51 (3) (2015)
Radim Jirousek, Prakash P. Shenoy
Compositional models in valuation-based systems. Int. J. Approx. Reason. 55 (1) (2014)
Radim Jirousek, Prakash P. Shenoy
Causal Compositional Models in Valuation-Based Systems. Belief Functions (2014)
Radim Jirousek
On Causal Compositional Models: Simple Examples. IPMU (1) (2014)
Vladislav Bína, Radim Jirousek
A short note on multivariate dependence modeling. Kybernetika 49 (3) (2013)
Radim Jirousek
Composition of Probability Measures on Finite Spaces CoRR (2013)
Radim Jirousek
Marginalization in Composed Probabilistic Models CoRR (2013)
Radim Jirousek, Prakash P. Shenoy
Compositional Models in Valuation-Based Systems. Belief Functions (2012)
Radim Jirousek
Local computations in Dempster-Shafer theory of evidence. Int. J. Approx. Reason. 53 (8) (2012)
Radim Jirousek, Prakash P. Shenoy
Conditioning in Decomposable Compositional Models in Valuation-Based Systems. IPMU (4) (2012)
Radim Jirousek
Foundations of compositional model theory. Int. J. Gen. Syst. 40 (6) (2011)
Radim Jirousek, Jirina Vejnarová
Compositional models and conditional independence in evidence theory. Int. J. Approx. Reason. 52 (3) (2011)
Radim Jirousek
Belief Networks and Local Computations. NL-MUA (2011)
Radim Jirousek
Approximation of Data by Decomposable Belief Models. IPMU (1) (2010)
Radim Jirousek
An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence. SMPS (2010)
Radim Jirousek
Conditional independence and factorization of multidimensional models. FUZZ-IEEE (2008)
Radim Jirousek
Probabilistic partial knowledge handling. Int. J. Approx. Reason. 47 (3) (2008)
Radim Jirousek
A short note on Perez's approximation by dependence structure simplification. Kybernetika 43 (5) (2007)
Radim Jirousek, Gernot D. Kleiter, Jirina Vejnarová
Editorial note to the special issue on uncertainty processing. Int. J. Intell. Syst. 21 (3) (2006)
Radim Jirousek
Data-Based Construction of Multidimensional Probabilistic Models with MUDIM. Log. J. IGPL 14 (3) (2006)
Vladislav Bína, Radim Jirousek
Marginalization in multidimensional compositional models. Kybernetika 42 (4) (2006)
Jirina Vejnarová, Radim Jirousek, Vladislav Bína
On an Interval-Valued Solution of the Marginal Problem. ISIPTA (2005)
Radim Jirousek
On Approximating Multidimensional Probability Distributions by Compositional Models. ISIPTA (2003)
Radim Jirousek, Gernot D. Kleiter, Jirina Vejnarová
Editorial note. Soft Comput. 7 (5) (2003)
Radim Jirousek, Jirina Vejnarová
Construction of multidimensional models by operators of composition: current state of art. Soft Comput. 7 (5) (2003)
Radim Jirousek, Jirina Vejnarová
General framework for multidimensional models. Int. J. Intell. Syst. 18 (1) (2003)
Radim Jirousek
Decomposition of Multidimensional Distributions Represented by Perfect Sequences. Ann. Math. Artif. Intell. 35 (1-4) (2002)
Radim Jirousek, Jirina Vejnarová
Perfect Sequences for Belief Networks Representation. ICTAI (2001)
Radim Jirousek
Marginalization in Composed Probabilistic Models. UAI (2000)
Radim Jirousek, Gernot D. Kleiter
Special issue on uncertainty processing. Kybernetika 34 (1) (1998)
Radim Jirousek
Composition of Probability Measures on Finite Spaces. UAI (1997)
Radim Jirousek
Introduction to Probabilistic Methods of Knowledge Representation and Processing. Advanced Topics in Artificial Intelligence (1992)
Radim Jirousek
Expert systems - Principles and programming: Joseph C. Giarratano and Gary Riley. Autom. 27 (3) (1991)
Radim Jirousek
Solution of the marginal problem and decomposable distributions. Kybernetika 27 (5) (1991)
Radim Jirousek
A survey of methods used in probabilistic expert systems for knowledge integration. Knowl. Based Syst. 3 (1) (1990)
Radim Jirousek
A new model of combinatorial probability. Kybernetika 25 (7) (1989)
Radim Jirousek
Boundaries for the average length of strategic tests. Kybernetika 19 (4) (1983)
Radim Jirousek
An alternative method for construction of optimal sequential questionnaires. Kybernetika 17 (4) (1981)
Radim Jirousek
Heuristic methods of construction of sequential questionnaire. Kybernetika 11 (4) (1975)