Search results
- 1.0562467 - ÚTIA 2023 RIV US eng J - Journal Article
Jiroušek, Radim - Kratochvíl, Václav - Shennoy, P. P.
Entropy for evaluation of Dempster-Shafer belief function models.
International Journal of Approximate Reasoning. Roč. 151, č. 1 (2022), s. 164-181. ISSN 0888-613X. E-ISSN 1873-4731
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Entropy * Belief functions * Compositional models
OECD category: Statistics and probability
Impact factor: 3.9, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/MTR/jirousek-0562467.pdf https://www.sciencedirect.com/science/article/pii/S0888613X22001463?via%3Dihub
Permanent Link: https://hdl.handle.net/11104/0336395 - 2.0555172 - ÚTIA 2023 RIV CH eng C - Conference Paper (international conference)
Jiroušek, Radim - Kratochvíl, Václav
Measuring Quality of Belief Function Approximations.
Integrated Uncertainty in Knowledge Modelling and Decision Making. Cham: Springer, 2022 - (Honda, K.; Entani, T.; Ubukata, S.; Huynh, V.; Inuiguchi, M.), s. 3-15, č. článku 1. Lecture Notes in Computer Science, 13199. ISBN 978-3-030-98017-7. ISSN 0302-9743. E-ISSN 1611-3349.
[International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making 2022 /9./. Ishikawa (JP), 18.03.2022-19.03.2022]
Grant - others:GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Belief functions * Divergence * Approximation * Compositional models
OECD category: Pure mathematics
http://library.utia.cas.cz/separaty/2022/MTR/jirousek-0555172.pdf
Permanent Link: http://hdl.handle.net/11104/0330288 - 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 - 5.0531046 - ÚTIA 2021 RIV SG eng C - Conference Paper (international conference)
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. vol. 176. Singapore: Springer, 2021 - (Peng, S.; Favorskaya, M.; Chao, H.), s. 283-295. 2190-3018. ISBN 978-981-15-4916-8.
[Sensor Networks and Signal Processing (SNSP 2019) /2./. Hualien (TW), 19.11.2019-22.11.2019]
Grant - others:GA ČR(CZ) GA19-06569S; Akademie věd - GA AV ČR(CZ) MOST-04-18
Institutional support: RVO:67985556
Keywords : Compositional models * Artificial neural network * Model comparison * Taiwanese ecotourism data set
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2020/MTR/kratochvil-0531046.pdf
Permanent Link: http://hdl.handle.net/11104/0310092 - 6.0531044 - ÚTIA 2022 RIV SG eng C - Conference Paper (international conference)
Kratochvíl, Václav - Bína, Vladislav - Jiroušek, Radim - Lee, T. R.
Compositional Models: Iterative Structure Learning from Data.
Sensor Networks and Signal Processing. vol. 176. Singapore: Springer, 2021 - (Peng, S.; Favorskaya, M.; Chao, H.), s. 379-395. 2190-3018. ISBN 978-981-15-4916-8.
[Sensor Networks and Signal Processing (SNSP 2019) /2./. Hualien (TW), 19.11.2019-22.11.2019]
Grant - others:GA ČR(CZ) GA19-06569S; Akademie věd - GA AV ČR(CZ) MOST-04-18
Program: GA
Institutional support: RVO:67985556
Keywords : Compositional models * Structure learning * Decomposability * Likelihood-ratio * Test statistics
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/2020/MTR/kratochvil-0531044.pdf
Permanent Link: http://hdl.handle.net/11104/0310094 - 7.0524074 - ÚTIA 2021 RIV CZ eng B - Monography
Jiroušek, Radim (ed.) - Kratochvíl, Václav (ed.)
Discrete Compositional Models for Data Mining.
Praha: MatfyzPress, 2019. 180 s. ISBN 978-80-7378-404-1
Grant - others:AV ČR(CZ) MOST-18-04
Program: Bilaterální spolupráce
Institutional support: RVO:67985556
Keywords : compositional models * data mining * software
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/2020/MTR/kratochvil-0524074.pdf
Permanent Link: http://hdl.handle.net/11104/0308418 - 8.0497540 - ÚTIA 2019 RIV JP eng C - Conference Paper (international conference)
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. Japan: Aoyama Gakuin University, Japan, 2018 - (Sung, S.; Vlach, M.), s. 80-87. ISBN 978-80-7464-932-5.
[The 21st Czech-Japan Seminar on Data Analysis and Decision Making. Kamakura (JP), 23.11.2018-26.11.2018]
R&D Projects: GA ČR(CZ) GA16-12010S
Grant - others:AV ČR(CZ) MOST-18-04
Program: Bilaterální spolupráce
Institutional support: RVO:67985556
Keywords : data mining * mutual information * compositional models * conditional independence * probability theory
OECD category: Automation and control systems
http://library.utia.cas.cz/separaty/2018/MTR/kratochvil-0497540.pdf
Permanent Link: http://hdl.handle.net/11104/0291220 - 9.0424545 - ÚTIA 2014 RIV CZ eng C - Conference Paper (international conference)
Vejnarová, Jiřina
Credal networks and compositional models: preliminary considerations.
Proceedings of the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013). Jindřichův Hradec: Faculty of Management, University of Economics, Jindřichův Hradec, 2013 - (Kratochvíl, V.; Vejnarová, J.), s. 119-128. ISBN 978-80-245-1950-0.
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013) /16./. Mariánské Lázně (CZ), 19.09.2013-22.09.2013]
R&D Projects: GA ČR GAP402/11/0378
Institutional support: RVO:67985556
Keywords : credal sets * credal networks * compositional models * strong independence
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2014/MTR/vejnarova-0424545.pdf
Permanent Link: http://hdl.handle.net/11104/0230616 - 10.0364532 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
Kratochvíl, Václav
Conditioning and Flexibility in Compositional Models.
Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011. Praha: Matfyzpress, 2011 - (Barták, R.), s. 66-73. 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 GEICC/08/E010; GA ČR GA201/09/1891
Grant - others:GA MŠk(CZ) 2C06019
Institutional research plan: CEZ:AV0Z10750506
Keywords : compositional models * conditioning * flexibility
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2011/MTR/kratochvil-conditioning and flexibility in compositional models.pdf
Permanent Link: http://hdl.handle.net/11104/0199998