Search results
- 1.0573588 - ÚTIA 2024 RIV GB eng J - Journal Article
Kárný, Miroslav - Siváková, Tereza
Model-based preference quantification.
Automatica. Roč. 156, č. 1 (2023), č. článku 111185. ISSN 0005-1098. E-ISSN 1873-2836
Grant - others:EU-COST(XE) CA21169
Institutional support: RVO:67985556
Keywords : Dynamic performance * Probabilistic * Preferences * Optimal strategy * Preference elicitation * Exploration
OECD category: Automation and control systems
Impact factor: 4.8, year: 2023
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2023/AS/karny-0573588-preprint.pdf https://www.sciencedirect.com/science/article/pii/S0005109823003461?via%3Dihub
Permanent Link: https://hdl.handle.net/11104/0344021 - 2.0557000 - ÚTIA 2023 RIV FR eng J - Journal Article
Pecha, Petr - Kárný, Miroslav - Pechová, E. - Šmídl, Václav - Tichý, Ondřej
Potential Hazard of Accidental Radioactive Discharges into the Calm Atmosphere.
ERCIM News. Roč. 129, April (2022), s. 43-44. ISSN 0926-4981. E-ISSN 1564-0094
Institutional support: RVO:67985556
Keywords : calm atmosphere * radioactive qdmixtures * Kuhlbeck-Leibrer divergence
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.1, year: 2022
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2022/AS/pecha-0557000.pdf https://ercim-news.ercim.eu/en129/r-i/potential-hazard-of-accidental-radioactive-discharges-into-the-calm-atmosphere
Permanent Link: http://hdl.handle.net/11104/0331119 - 3.0556428 - ÚTIA 2023 RIV NL eng J - Journal Article
Kárný, Miroslav
Fully probabilistic design of strategies with estimator.
Automatica. Roč. 141, č. 1 (2022), č. článku 110269. ISSN 0005-1098. E-ISSN 1873-2836
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : Bayes methods * closed loop systems * decision making * dynamic programming * estimation
OECD category: Robotics and automatic control
Impact factor: 6.4, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/AS/karny-0556428.pdf https://www.sciencedirect.com/science/article/pii/S0005109822001145?via%3Dihub
Permanent Link: http://hdl.handle.net/11104/0330841 - 4.0548403 - ÚTIA 2023 RIV CH eng J - Journal Article
Pecha, Petr - Kárný, Miroslav
A new methodology is outlined and demonstrated on the improvement of uncertainty and sensitivity analysis based on the random sampling method.
Stochastic Environmental Research and Risk Assessment. Roč. 36, č. 6 (2022), s. 1703-1719. ISSN 1436-3240. E-ISSN 1436-3259
R&D Projects: GA MŠMT(CZ) LTC18075
Grant - others:COST (European Cooperation in Science and Technology)(XE) CA 16228
Institutional support: RVO:67985556
Keywords : Sensitivity study * Sampling-based methods * Random input parameters * Calm atmosphere * Radioactivity dissemination * Radioactive hot spots
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.2, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/pecha-0548403.pdf https://link.springer.com/article/10.1007/s00477-021-02110-0
Permanent Link: http://hdl.handle.net/11104/0324439 - 5.0545515 - ÚTIA 2022 RIV US eng J - Journal Article
Pecha, Petr - Kárný, Miroslav
Novel simulation technique of radioactive aerosol substances propagation into the motionless atmosphere suddenly disseminated by wind to surrounding environment.
Annals of Nuclear Energy. Roč. 165, č. 1 (2022), č. článku 108686. ISSN 0306-4549. E-ISSN 1873-2100
R&D Projects: GA MŠMT(CZ) LTC18075
EU Projects: European Commission(XE) CA16225
Institutional support: RVO:67985556
Keywords : Calm atmosphere * Aerosol dispersion and deposition * Pollution dissemination * Hot spot occurrence * Non-Gaussian sum * Kullback-Leibler divergence
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 1.9, year: 2022
Method of publishing: Limited access
https://www.sciencedirect.com/science/article/pii/S0306454921005624?via%3Dihub http://library.utia.cas.cz/separaty/2022/AS/pecha-0545515-preprint.pdf
Permanent Link: http://hdl.handle.net/11104/0322205 - 6.0544189 - ÚTIA 2022 RIV NL eng J - Journal Article
Kárný, Miroslav
On Assigning Probabilities to New Hypotheses.
Pattern Recognition Letters. Roč. 150, č. 1 (2021), s. 170-175. ISSN 0167-8655. E-ISSN 1872-7344
R&D Projects: GA MŠMT(CZ) LTC18075
Grant - others:The European Cooperation in Science and Technology (COST)(XE) CA16228
Institutional support: RVO:67985556
Keywords : minimum relative-entropy principle * prior probability * hypothesis
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.757, year: 2021
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/karny-0544189.pdf https://www.sciencedirect.com/science/article/pii/S0167865521002567
Permanent Link: http://hdl.handle.net/11104/0321363 - 7.0543581 - ÚTIA 2022 RIV DE eng J - Journal Article
Kárný, Miroslav
Towards on-line tuning of adaptive-agent’s multivariate meta-parameter.
International Journal of Machine Learning and Cybernetics. Roč. 12, č. 9 (2021), s. 2717-2731. ISSN 1868-8071. E-ISSN 1868-808X
R&D Projects: GA MŠMT(CZ) LTC18075
Grant - others:The European Cooperation in Science and Technology (COST)(XE) CA16228
Institutional support: RVO:67985556
Keywords : Bayesian learning * Adaptive agent * Meta-parameter tuning * Fully probabilistic design * Kullback–Leibler divergence * Dynamic decision making
OECD category: Automation and control systems
Impact factor: 4.377, year: 2021
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/karny-0543581.pdf https://link.springer.com/article/10.1007/s13042-021-01358-w
Permanent Link: http://hdl.handle.net/11104/0320766 - 8.0543464 - ÚTIA 2022 RIV DE eng J - Journal Article
Kárný, Miroslav - Hůla, František
Fusion of Probabilistic Unreliable Indirect Information into Estimation Serving to Decision Making.
International Journal of Machine Learning and Cybernetics. Roč. 12, č. 12 (2021), s. 3367-3378. ISSN 1868-8071. E-ISSN 1868-808X
R&D Projects: GA MŠMT(CZ) LTC18075
Grant - others:The European Cooperation in Science and Technology (COST)(XE) CA16228
Institutional support: RVO:67985556
Keywords : distributed data fusion * information fusion * Bayesian paradigm * decision making * parameter estimation * multi-agent
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.377, year: 2021
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/karny-0543464.pdf https://link.springer.com/article/10.1007/s13042-021-01359-9
Permanent Link: http://hdl.handle.net/11104/0320767 - 9.0539397 - 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 - 10.0537685 - ÚTIA 2023 RIV US eng J - Journal Article
Kárný, Miroslav
Prescriptive Inductive Operations On Probabilities Serving to Decision-Making Agents.
IEEE Transactions on Systems Man Cybernetics-Systems. Roč. 52, č. 4 (2022), s. 2110-2120. ISSN 2168-2216. E-ISSN 2168-2232
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : dynamic decsion making * uncertainty * relative entropy * approximation * merging * extension
OECD category: Automation and control systems
Impact factor: 8.7, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2021/AS/karny-0537685.pdf https://ieeexplore.ieee.org/document/9324930
Permanent Link: http://hdl.handle.net/11104/0316068