Výsledky vyhledávání
- 1.0573803 - ÚTIA 2024 RIV US eng J - Journal Article
Jiroušek, Radim - Kratochvíl, Václav - Shenoy, P. P.
Computing the decomposable entropy of belief-function graphical models.
International Journal of Approximate Reasoning. Roč. 161, č. 1 (2023), č. článku 108984. ISSN 0888-613X. E-ISSN 1873-4731.
[The 12th Workshop on Uncertainty Processing. Kutná Hora, 01.06.2022-04.06.2022]
R&D Projects: GA ČR(CZ) GA21-07494S
Institutional support: RVO:67985556
Keywords : Dempster-Shafer theory of belief functions * Decomposable entropy * Belief-function directed graphical models * Belief-function undirected graphical models
OECD category: Applied mathematics
Impact factor: 3.2, year: 2023
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2023/MTR/jirousek-0573803.pdf https://www.sciencedirect.com/science/article/pii/S0888613X23001159?via%3Dihub
Permanent Link: https://hdl.handle.net/11104/0344420 - 2.0558135 - ÚTIA 2023 RIV CZ eng K - Conference Paper (Czech conference)
Jiroušek, Radim - Kratochvíl, Václav - Shenoy, P. P.
Computing the Decomposable Entropy of Graphical Belief Function Models.
Proceedings of the 12th Workshop on Uncertainty Processing. Prague: MatfyzPress, 2022 - (Studený, M.; Ay, N.; Coletti, G.; Kleiter, G.; Shenoy, P.), s. 111-122. ISBN 978-80-7378-460-7.
[WUPES 2022: 12th Workshop on Uncertainty Processing. Kutná Hora (CZ), 01.06.2022-04.06.2022]
R&D Projects: GA ČR(CZ) GA19-04579S
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Decomposable Entropy * DempsterShafer belief functions * Bayesian networks
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2022/MTR/kratochvil-0558135.pdf
Permanent Link: http://hdl.handle.net/11104/0332321 - 3.0546760 - ÚTIA 2022 RIV CH eng C - Conference Paper (international conference)
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. Cham: Springer, 2021 - (Denœux, T.; Lefèvre, E.; Liu, Z.; Pichon, F.), s. 117-126. Lecture Notes in Computer Science, 12915. ISBN 978-3-030-88600-4. ISSN 0302-9743. E-ISSN 1611-3349.
[International Conference on Belief Functions 2021 /6./. Shanghai (CN), 15.10.2021-19.10.2021]
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Compositional models * Entropy of Dempster-Shafer belief functions * Decomposable entropy of Dempster-Shafer belief functions
OECD category: Pure mathematics
http://library.utia.cas.cz/separaty/2021/MTR/jirousek-0546760.pdf
Permanent Link: http://hdl.handle.net/11104/0323760 - 4.0546027 - ÚTIA 2022 RIV CH eng C - Conference Paper (international conference)
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. Cham: Springer, 2021 - (Vejnarová, J.; Wilson, N.), s. 354-366. Lecture Notes in Computer Science, 12897. ISBN 978-3-030-86771-3. ISSN 0302-9743.
[ECSQARU 2021 : Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Praha (CZ), 21.09.2021-24.09.2021]
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Compositional models * Entropy of belief functions * Decomposable entropy * Heuristics * Optimality criterion
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/MTR/jirousek-0546027.pdf
Permanent Link: http://hdl.handle.net/11104/0323626 - 5.0521071 - ÚTIA 2021 RIV US eng J - Journal Article
Jiroušek, Radim - Shenoy, P. P.
On properties of a new decomposable entropy of Dempster-Shafer belief functions.
International Journal of Approximate Reasoning. Roč. 119, č. 1 (2020), s. 260-279. ISSN 0888-613X. E-ISSN 1873-4731
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Shannon’s entropy * Dempster-Shafer theory of belief functions * Decomposable entropy of belief functions * Conditional entropy * Strong probability consistency
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 3.816, year: 2020
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2020/MTR/jirousek-0521071.pdf https://www.sciencedirect.com/science/article/pii/S0888613X19305201
Permanent Link: http://hdl.handle.net/11104/0306599