Search results
- 1.0597762 - ÚTIA 2025 RIV CZ eng K - Conference Paper (Czech conference)
Molnárová, Soňa
Applicable Adaptive Discounted Fully Probabilistic Design of Decision Strategy.
The Stochastic and Physical Monitoring Systems 2024. Praha: CVUT, 2024.
[Stochastic and Physical Monitoring Systems 2024 (SPMS 2024) /15./. Dobřichovice (CZ), 20.06.2024-24.06.2024]
Grant - others:EU-COST(XE) CA21169
Institutional support: RVO:67985556
Keywords : Bayesian estimation * decision making * discounting * forgetting * probabilistic strategy design * supression of aproximate modelling impact
OECD category: Automation and control systems
https://library.utia.cas.cz/separaty/2024/AS/molnarova-0597762.pdf
Permanent Link: https://hdl.handle.net/11104/0355752 - 2.0586981 - ÚTIA 2025 RIV NL eng O - Others
Uglickich, Evženie - Nagy, Ivan
Count Data Prediction with Poisson Regressions on Poisson-Mixture Locations: Application to Traffic Counts in Prague Areas.
2024
R&D Projects: GA MŠMT 8A21009
Institutional support: RVO:67985556
Keywords : count data prediction * traffic counts * local Poisson regression * recursive Bayesian estimation of Poisson mixtures
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2024/ZS/uglickich-0586981.pdf http://dx.doi.org/10.2139/ssrn.4870227
Permanent Link: https://hdl.handle.net/11104/0354362 - 3.0583574 - ÚTIA 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, B.
On the Bayesian Interpretation of Penalized Statistical Estimators.
Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Proceedings, Part 2. Cham: Springer, 2023 - (Rutkowski, L.; Scherer, R.; Korytkowski, M.; Pedrycz, W.; Tadeusiewicz, R.; Zurada, J.), s. 343-352. Lecture Notes in Computer Science, 14126. ISBN 978-3-031-42507-3.
[ICAISC 2023: International Conference on Artificial Intelligence and Soft Computing /22./. Zakopane (PL), 18.07.2023-22.07.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : Bayesian estimation * regularization * penalization * robustness * regression
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2023/SI/kalina-0583574.pdf
Permanent Link: https://hdl.handle.net/11104/0351579 - 4.0579680 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
On the Bayesian Interpretation of Penalized Statistical Estimators.
Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Proceedings, Part 2. Cham: Springer, 2023 - (Rutkowski, L.; Scherer, R.; Korytkowski, M.; Pedrycz, W.; Tadeusiewicz, R.; Zurada, J.), s. 343-352. Lecture Notes in Computer Science, 14126. ISBN 978-3-031-42507-3.
[ICAISC 2023: International Conference on Artificial Intelligence and Soft Computing /22./. Zakopane (PL), 18.07.2023-22.07.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : Bayesian estimation * regularization * penalization * robustness * regression
OECD category: Statistics and probability
https://doi.org/10.1007/978-3-031-42508-0_31
Permanent Link: https://hdl.handle.net/11104/0348492 - 5.0565542 - ÚI 2024 RIV SG eng M - Monography Chapter
Kalina, Jan - Vidnerová, Petra - Soukup, Lubomír
Modern Approaches to Statistical Estimation of Measurements in the Location Model and Regression.
Handbook of Metrology and Applications. Singapore: Springer, 2022 - (Aswal, D.; Yadav, S.; Takatsuji, T.; Rachakonda, P.; Kumar, H.), s. 1-22. ISBN 978-981-19-1550-5
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : regression * measurement error * error propagation * robustness * Bayesian estimation
OECD category: Statistics and probability
https://dx.doi.org/10.1007/978-981-19-1550-5_125-1
Permanent Link: https://hdl.handle.net/11104/0337067 - 6.0548683 - ÚI 2022 RIV CZ cze J - Journal Article
Kalina, Jan - Soukup, Lubomír
Bayesovské odhady: přirozený nástroj pro využití apriorní informace.
[Bayesian estimates: tool for processing prior information.]
Informační bulletin České statistické společnosti. Roč. 32, č. 3 (2021), s. 3-15. ISSN 1210-8022
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : Bayesovské odhady * apriorní informace * předchozí měření * regularizace * Bayesian estimation * prior information * previous measurements * regularization
OECD category: Statistics and probability; Statistics and probability (UTIA-B)
Method of publishing: Open access
https://www.statspol.cz/wp-content/uploads/2021/11/IB_3_2021.pdf
Permanent Link: http://hdl.handle.net/11104/0324733File Download Size Commentary Version Access 0548683-afoa.pdf 3 304.2 KB volně online Publisher’s postprint open-access - 7.0541889 - ÚI 2022 RIV US eng J - Journal Article
Erosheva, E. - Martinková, Patrícia - Lee, C. J.
When Zero May not be Zero: A Cautionary Note on the use of Inter-rater Reliability in Evaluating Grant Peer Review.
Journal of the Royal Statistical Society Series A-Statistics in Society. Roč. 184, č. 3 (2021), s. 904-919. ISSN 0964-1998. E-ISSN 1467-985X
R&D Projects: GA ČR(CZ) GA21-03658S
Institutional support: RVO:67985807
Keywords : Bayesian estimation * grant peer review * inter-rater reliability * maximum likelihood estimation * measurement * mixed-effects models
OECD category: Statistics and probability
Impact factor: 2.175, year: 2021
Method of publishing: Open access
http://dx.doi.org/10.1111/rssa.12681
Permanent Link: http://hdl.handle.net/11104/0319384File Download Size Commentary Version Access 0541889-afin.pdf 2 566.5 KB OA CC BY NC Publisher’s postprint open-access 0541889-aoa.pdf 1 567 KB OA CC Publisher’s postprint open-access - 8.0539397 - ÚTIA 2022 RIV GB eng J - Journal Article
Kárný, Miroslav - Ruman, Marko
Mixture ratio modeling of dynamic systems.
International Journal of Adaptive Control and Signal Processing. Roč. 35, č. 5 (2021), s. 660-675. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : approximate Bayesian estimation * black-box dynamic model * data stream processing * universal approximation * mixture model * Kullback-Leibler divergence
OECD category: Automation and control systems
Impact factor: 3.369, year: 2021
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/karny-0539397.pdf https://onlinelibrary.wiley.com/doi/full/10.1002/acs.3219
Permanent Link: http://hdl.handle.net/11104/0317312 - 9.0538241 - ÚTIA 2021 CZ eng V - Research Report
Murray, Sean Ernest - Quinn, Anthony
Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy.
Praha: ÚTIA AV ČR, 2020. Research Report, 2388.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian estimation * thyroid carcinoma * patient-specific inferences
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0538241.pdf
Permanent Link: http://hdl.handle.net/11104/0316080File Download Size Commentary Version Access 0538241.pdf 1 361.9 KB Other open-access - 10.0534000 - ÚTIA 2021 RIV US eng C - Conference Paper (international conference)
Zugarová, Eliška - Guy, Tatiana Valentine
Similarity-based transfer learning of decision policies.
Proceedings of the IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS 2020. Piscataway: IEEE, 2020, s. 37-44. ISBN 978-1-7281-8527-9. ISSN 1062-922X.
[IEEE International Conference on Systems, Man and Cybernetics 2020. Toronto (CA), 11.10.2020-14.10.2020]
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : probabilistic model * fully probabilistic design * transfer learning * closed-loop behavior * Bayesian estimation * sequential decision making
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2020/AS/guy-0534000.pdf
Permanent Link: http://hdl.handle.net/11104/0312464