Search results
- 1.0576517 - ÚTIA 2024 RIV JP eng C - Conference Paper (international conference)
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. Osaka, Japan: Osaka Metropolitan University, 2023 - (Yoshifumi, K.; Václav, K.; Masahiro, I.; Ondřej, Č.), s. 1-10
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty 20232 /23./. Matsuyama (JP), 16.09.2023-20.09.2023]
R&D Projects: GA ČR(CZ) GA21-07494S
Institutional support: RVO:67985556
Keywords : belief functions * conditioning * composition * conditional independence
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2023/MTR/kratochvil-0576517.pdf
Permanent Link: https://hdl.handle.net/11104/0346458 - 2.0573617 - ÚTIA 2024 RIV ES eng C - Conference Paper (international conference)
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,. Almerı́a: PMLR, 2023, s. 259-269. E-ISSN 2640-3498.
[International Symposium on Imprecise Probability: Theories and Applications 2023 /13./. Oviedo (ES), 11.07.2023-14.07.2023]
R&D Projects: GA ČR(CZ) GA21-07494S
Institutional support: RVO:67985556
Keywords : joint belief functions * conditional independence * Markov models * composition operators * Dempster’s combination rule * conditionals
OECD category: Pure mathematics
http://library.utia.cas.cz/separaty/2023/MTR/jirousek-0573617.pdf
Permanent Link: https://hdl.handle.net/11104/0345846 - 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 - 4.0507222 - ÚTIA 2020 RIV CH eng C - Conference Paper (international conference)
Jiroušek, Radim - Shenoy, P. P.
Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective.
Belief Functions: Theory and Applications. Cham: Springer, 2016 - (Vejnarová, J.; Kratochvíl, V.), s. 3-13. Lecture Notes in Artificial Intelligence, LNAI 9861. ISBN 978-3-319-45558-7. ISSN 0302-9743.
[International Conference on Belief Functions 2016 /4./. Prague (CZ), 21.09.2016-23.09.2016]
Grant - others:GA ČR(CZ) GA15-00215S
Institutional support: RVO:67985556
Keywords : Dempster-Shafer theory * Entropy * Probability consistency * Ignorance
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://library.utia.cas.cz/separaty/2019/MTR/jirousek-0507222.pdf
Permanent Link: http://hdl.handle.net/11104/0298564 - 5.0364675 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
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. Praha: Matfyzpress, 2011 - (Barták, R.), s. 43-51. ISBN 978-80-7378-179-8.
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /14./. Hejnice (CZ), 18.09.2011-21.09.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GA201/09/1891; GA ČR GEICC/08/E010
Institutional research plan: CEZ:AV0Z10750506
Keywords : belief function * conditional independence * irrelevance * multidimensional model
Subject RIV: IN - Informatics, Computer Science
http://library.utia.cas.cz/separaty/2011/MTR/jirousek-a note on factorization of belief functions.pdf
Permanent Link: http://hdl.handle.net/11104/0200097