Search results

  1. 1.
    0616467 - ÚTIA 2026 RIV NL eng J - Journal Article
    Uglickich, Evženie - Nagy, Ivan
    Poisson-based framework for predicting count data: Application to traffic counts in Prague areas.
    Journal of Computational Science. Roč. 85, č. 1 (2025), č. článku 102534. ISSN 1877-7503. E-ISSN 1877-7511
    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: Statistics and probability
    Impact factor: 3.1, year: 2023 ; AIS: 0.738, rok: 2023
    Method of publishing: Limited access
    Result website:
    https://library.utia.cas.cz/separaty/2024/ZS/uglickich-0616467.pdf https://www.sciencedirect.com/science/article/pii/S1877750325000110?via%3Dihub

    DOI: https://doi.org/10.1016/j.jocs.2025.102534
    Permanent Link: https://hdl.handle.net/11104/0363515
     
    Research data: data1
  2. 2.
    0601671 - ÚTIA 2025 RIV PT eng C - Conference Paper (international conference)
    Kuklišová Pavelková, Lenka - Belda, Květoslav
    Identification of Piezoelectric Actuator Using Bayesian Approach and Neural Networks.
    Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2024). Setubal: SCITEPRESS, 2024 - (Gini, G.; Precup, R.; Filev, D.), s. 591-599. ISBN 978-989-758-717-7. ISSN 2184-2809.
    [International Conference on Informatics in Control, Automation and Robotics 2024 (ICINCO 2024) /21./. Porto (PT), 18.11.2024-20.11.2024]
    R&D Projects: GA ČR(CZ) GC23-04676J
    Institutional support: RVO:67985556
    Keywords : Piezoceramic Actuator * Hammerstein Model * Bayesian Estimation * ARX Model * Physical Modelling * Euler–Bernoulli Beam Theory
    OECD category: Automation and control systems
    Result website:
    https://library.utia.cas.cz/separaty/2024/AS/kuklisova-0601671.pdf https://www.scitepress.org/Link.aspx?doi=10.5220/0013011700003822

    DOI: https://doi.org/10.5220/0013011700003822
    Permanent Link: https://hdl.handle.net/11104/0359677
     
  3. 3.
    0600652 - ÚI 2025 RIV CH eng C - Conference Paper (international conference)
    Kalina, Jan - Vidnerová, Petra
    On the Bayesian Interpretation of Robust Regression Neural Networks.
    Artificial Neural Networks and Machine Learning – ICANN 2024. Proceedings Part I. Cham: Springer, 2024 - (Wand, M.; Malinovská, K.; Schmidhuber, J.; Tetko, I.), s. 30-40. Lecture Notes in Computer Science, 15016. ISBN 978-3-031-72331-5.
    [ICANN 2024: International Conference on Artificial Neural Networks /33./. Lugano (CH), 17.09.2024-20.09.2024]
    R&D Projects: GA ČR(CZ) GA22-02067S
    Institutional support: RVO:67985807
    Keywords : Bayesian estimation * Regularization * Regression * Neural networks * Robust estimation
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    Result website:
    https://doi.org/10.1007/978-3-031-72332-2_3DOI: https://doi.org/10.1007/978-3-031-72332-2_3
    Permanent Link: https://hdl.handle.net/11104/0357957
     
     
  4. 4.
    0597762 - ÚTIA 2025 RIV CZ eng A - Abstract
    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./. 20.06.2024-24.06.2024, Dobřichovice]
    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
    Result website:
    https://library.utia.cas.cz/separaty/2024/AS/molnarova-0597762.pdf
    Permanent Link: https://hdl.handle.net/11104/0355752
     
    FileDownloadSizeCommentaryVersionAccess
    0597762.pdf0118.8 KBPublisher’s postprintopen-access
     
  5. 5.
    0583574 - ÚTIA 2024 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
    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]
    Grant CEP: GA ČR GA21-05325S
    Institucionální podpora: RVO:67985556
    Klíčová slova: Bayesian estimation * regularization * penalization * robustness * regression
    Obor OECD: Statistics and probability
    Web výsledku:
    http://library.utia.cas.cz/separaty/2023/SI/kalina-0583574.pdf

    DOI: https://doi.org/10.1007/978-3-031-42508-0_31
    Trvalý link: https://hdl.handle.net/11104/0351579
     
  6. 6.
    0579680 - ÚI 2024 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
    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]
    Grant CEP: GA ČR GA21-05325S
    Institucionální podpora: RVO:67985807
    Klíčová slova: Bayesian estimation * regularization * penalization * robustness * regression
    Obor OECD: Statistics and probability
    Web výsledku:
    https://doi.org/10.1007/978-3-031-42508-0_31DOI: https://doi.org/10.1007/978-3-031-42508-0_31
    Trvalý link: https://hdl.handle.net/11104/0348492
     
     
  7. 7.
    0565542 - ÚI 2024 RIV SG eng M - Část monografie knihy
    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
    Grant CEP: GA ČR(CZ) GA22-02067S
    Institucionální podpora: RVO:67985807 ; RVO:67985556
    Klíčová slova: regression * measurement error * error propagation * robustness * Bayesian estimation
    Obor OECD: Statistics and probability
    Web výsledku:
    https://dx.doi.org/10.1007/978-981-19-1550-5_125-1DOI: https://doi.org/10.1007/978-981-19-1550-5_125-1
    Trvalý link: https://hdl.handle.net/11104/0337067
     
     
  8. 8.
    0548683 - ÚI 2022 RIV CZ cze J - Článek v odborném periodiku
    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
    Grant CEP: GA ČR(CZ) GA19-05704S
    Institucionální podpora: RVO:67985807 ; RVO:67985556
    Klíčová slova: Bayesovské odhady * apriorní informace * předchozí měření * regularizace * Bayesian estimation * prior information * previous measurements * regularization
    Obor OECD: Statistics and probability; Statistics and probability (UTIA-B)
    Způsob publikování: Open access
    Web výsledku:
    https://www.statspol.cz/wp-content/uploads/2021/11/IB_3_2021.pdf
    Trvalý link: http://hdl.handle.net/11104/0324733
     
    Název souboruStaženoVelikostKomentářVerzePřístup
    0548683-afoa.pdf4304.2 KBvolně onlineVydavatelský postprintpovolen
     
  9. 9.
    0541889 - ÚI 2022 RIV US eng J - Článek v odborném periodiku
    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
    Grant CEP: GA ČR(CZ) GA21-03658S
    Institucionální podpora: RVO:67985807
    Klíčová slova: Bayesian estimation * grant peer review * inter-rater reliability * maximum likelihood estimation * measurement * mixed-effects models
    Obor OECD: Statistics and probability
    Impakt faktor: 2.175, rok: 2021 ; AIS: 1.573, rok: 2021
    Způsob publikování: Open access
    Web výsledku:
    http://dx.doi.org/10.1111/rssa.12681DOI: https://doi.org/10.1111/rssa.12681
    Trvalý link: http://hdl.handle.net/11104/0319384
     
    Název souboruStaženoVelikostKomentářVerzePřístup
    0541889-afin.pdf6566.5 KBOA CC BY NCVydavatelský postprintpovolen
    0541889-aoa.pdf1567 KBOA CCVydavatelský postprintpovolen
     
  10. 10.
    0539397 - ÚTIA 2022 RIV GB eng J - Článek v odborném periodiku
    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
    Grant CEP: GA MŠMT(CZ) LTC18075
    Institucionální podpora: RVO:67985556
    Klíčová slova: approximate Bayesian estimation * black-box dynamic model * data stream processing * universal approximation * mixture model * Kullback-Leibler divergence
    Obor OECD: Automation and control systems
    Impakt faktor: 3.369, rok: 2021 ; AIS: 0.523, rok: 2021
    Způsob publikování: Omezený přístup
    Web výsledku:
    http://library.utia.cas.cz/separaty/2021/AS/karny-0539397.pdf https://onlinelibrary.wiley.com/doi/full/10.1002/acs.3219

    DOI: https://doi.org/10.1002/acs.3219
    Trvalý link: http://hdl.handle.net/11104/0317312
     
     

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