Search results
- 1.0586300 - ÚI 2025 GB eng J - Journal Article
Šíma, Jiří - Cabessa, Jérémie - Vidnerová, Petra
On energy complexity of fully-connected layers (ACCEPTED).
Neural Networks. Accepted May 2024 (2024). ISSN 0893-6080. E-ISSN 1879-2782
Institutional support: RVO:67985807
Impact factor: 7.8, year: 2022
Permanent Link: https://hdl.handle.net/11104/0353852 - 2.0586040 - ÚI 2025 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra - Janáček, Patrik
Highly Robust Training of Regularized Radial Basis Function Networks.
Kybernetika. Roč. 60, č. 1 (2024), s. 38-59. ISSN 0023-5954
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : effective regularization * quantile regression * regression neural networks * robust training * robustness
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/85190739311
Permanent Link: https://hdl.handle.net/11104/0353642File Download Size Commentary Version Access 0586040-oaf.pdf 1 1.2 MB Freely available: https://www.kybernetika.cz/content/2024/1/38/paper.pdf Publisher’s postprint require - 3.0584980 - ÚI 2025 US J - Journal Article
Šíma, Jiří - Vidnerová, Petra - Mrázek, V.
Energy Complexity of Convolutional Neural Networks.
Neural Computation. Online March 2024 (2024). ISSN 0899-7667. E-ISSN 1530-888X
Impact factor: 2.9, year: 2022
Permanent Link: https://hdl.handle.net/11104/0352763 - 4.0578058 - ÚI 2024 RIV US eng J - Journal Article
Brom, C. - Diviák, T. - Drbohlav, J. - Korbel, Václav - Levínský, René - Neruda, Roman - Kadlecová, Gabriela - Šlerka, J. - Šmíd, Martin - Trnka, J. - Vidnerová, Petra
Rotation-based schedules in elementary schools to prevent COVID-19 spread: a simulation study.
Scientific Reports. Roč. 13, č. 1 (2023), č. článku 19156. ISSN 2045-2322. E-ISSN 2045-2322
Institutional support: RVO:67985807 ; RVO:67985556 ; RVO:67985998
Keywords : agent-based model * covid-19 * epidemiological modelling * SEIR
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8); Applied Economics, Econometrics (NHU-N); Statistics and probability (UTIA-B)
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://doi.org/10.1038/s41598-023-45788-8
Permanent Link: https://hdl.handle.net/11104/0347085 - 5.0571170 - BC 2024 RIV NL eng J - Journal Article
Berec, Luděk - Diviák, T. - Kuběna, Aleš Antonín - Levínský, René - Neruda, Roman - Suchopárová, Gabriela - Šlerka, Josef - Šmíd, Martin - Trnka, J. - Tuček, V. - Vidnerová, Petra - Zajíček, Milan
On the contact tracing for COVID-19: A simulation study.
Epidemics. Roč. 43, JUN 01 (2023), č. článku 100677. ISSN 1755-4365. E-ISSN 1878-0067
R&D Projects: GA TA ČR(CZ) TL04000282
Grant - others:GA MŠk(CZ) EF16_019/0000734
Institutional support: RVO:60077344 ; RVO:67985807 ; RVO:67985556 ; RVO:67985998
Keywords : epidemiological model * agent-based model * non-pharmaceutical interventions
OECD category: Biology (theoretical, mathematical, thermal, cryobiology, biological rhythm), Evolutionary biology; Statistics and probability (UTIA-B); Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) (UIVT-O); Sociology (NHU-N)
Impact factor: 3.8, year: 2022
Method of publishing: Open access
https://www.sciencedirect.com/science/article/pii/S1755436523000130/pdfft?md5=2fe131dd453e0ec081345eb56b4310dd&pid=1-s2.0-S1755436523000130-main.pdf
Permanent Link: https://hdl.handle.net/11104/0345994File Download Size Commentary Version Access 0571170-aoa.pdf 3 2.8 MB OA BY NC ND 4.0 Publisher’s postprint open-access - 6.0559305 - BC 2023 RIV GB eng J - Journal Article
Berec, Luděk - Smyčka, J. - Levínský, René - Hromádková, Eva - Šoltés, Michal - Šlerka, J. - Tuček, V. - Trnka, J. - Šmíd, Martin - Zajíček, Milan - Diviák, T. - Neruda, Roman - Vidnerová, Petra
Delays, Masks, the Elderly, and Schools: First Covid-19 Wave in the Czech Republic.
Bulletin of Mathematical Biology. Roč. 84, č. 8 (2022), č. článku 75. ISSN 0092-8240. E-ISSN 1522-9602
R&D Projects: GA MŠMT(CZ) EF16_013/0001740
Institutional support: RVO:60077344 ; RVO:67985556 ; RVO:67985807 ; RVO:67985998
Keywords : covid-19 pandemic * non-pharmaceutical interventions * Approximate Bayesian computation
OECD category: Epidemiology; Statistics and probability (UTIA-B); Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) (UIVT-O); Demography (NHU-N)
Impact factor: 3.5, year: 2022
Method of publishing: Limited access
https://link.springer.com/article/10.1007/s11538-022-01031-5
Permanent Link: https://hdl.handle.net/11104/0333831 - 7.0559056 - ÚI 2023 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra
Least Weighted Squares Quantiles Reveal How Competitiveness Contributes to Tourism Performance.
Finance a úvěr-Czech Journal of Economics and Finance. Roč. 72, č. 2 (2022), s. 150-171. ISSN 0015-1920. E-ISSN 0015-1920
R&D Projects: GA ČR(CZ) GA22-02067S
Grant - others:GA ČR(CZ) GA21-19311S
Institutional support: RVO:67985807
Keywords : quantile regression * travel and tourism * robust regression * least weighted squares
OECD category: Statistics and probability
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/10.32065/CJEF.2022.02.03
Permanent Link: https://hdl.handle.net/11104/0332474File Download Size Commentary Version Access 0559056-aoa.pdf 4 1.8 MB volně online Publisher’s postprint open-access - 8.0557330 - BC 2023 RIV DE eng J - Journal Article
Berec, Luděk - Levínský, R. - Weiner, J. - Šmíd, Martin - Neruda, Roman - Vidnerová, Petra - Suchopárová, Gabriela
Importance of vaccine action and availability and epidemic severity for delaying the second vaccine dose.
Scientific Reports. Roč. 12, č. 1 (2022), č. článku 7638. ISSN 2045-2322. E-ISSN 2045-2322
R&D Projects: GA TA ČR(CZ) TL04000282
Institutional support: RVO:60077344 ; RVO:67985556 ; RVO:67985807
Keywords : covid-19 * vaccine efficacy * inter-dose period * epidemic modelling * vaccination * second dose delay
OECD category: Immunology; Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) (UIVT-O); Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) (UTIA-B)
Impact factor: 4.6, year: 2022
Method of publishing: Open access
https://www.nature.com/articles/s41598-022-11250-4.pdf
Permanent Link: https://hdl.handle.net/11104/0333827 - 9.0548678 - ÚI 2022 RIV CH eng J - Journal Article
Vidnerová, Petra - Neruda, Roman
Air Pollution Modelling by Machine Learning Methods.
Modelling. Roč. 2, č. 4 (2021), s. 659-674. E-ISSN 2673-3951
R&D Projects: GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : machine learning * air pollution * sensors * deep neural networks * regularization networks
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Method of publishing: Open access
http://dx.doi.org/10.3390/modelling2040035
Permanent Link: http://hdl.handle.net/11104/0324730File Download Size Commentary Version Access 0548678-afoa.pdf 4 411.1 KB OA CC BY 4.0 Publisher’s postprint open-access - 10.0541777 - ÚI 2022 RIV SG eng J - Journal Article
Kalina, Jan - Neoral, Aleš - Vidnerová, Petra
Effective Automatic Method Selection for Nonlinear Regression Modeling.
International Journal of Neural Systems. Roč. 31, č. 10 (2021), č. článku 2150020. ISSN 0129-0657. E-ISSN 1793-6462
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : metalearning * nonlinear regression * robust statistical estimation * feature selection * AutoML
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 6.325, year: 2021
Method of publishing: Limited access
http://dx.doi.org/10.1142/S0129065721500209
Permanent Link: http://hdl.handle.net/11104/0319314File Download Size Commentary Version Access 0541777-afin.pdf 6 2.8 MB Publisher’s postprint require