Search results
- 1.0547912 - NHU-C 2022 RIV DE eng C - Conference Paper (international conference)
Vidnerová, P. - Neruda, R. - Suchopárová, G. - Berec, L. - Diviák, T. - Kuběna, A. - Levínský, René - Šlerka, J. - Šmíd, M. - Trnka, J. - Tuček, V. - Vrbenský, K. - Zajíček, M.
Simulation of non-pharmaceutical interventions in an agent based epidemic model.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 263-268. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA TA ČR(CZ) TL04000282
Institutional support: Progres-Q24
Keywords : agent based modelling * epidemic modelling * non-pharmaceutical interventions
OECD category: Urban studies (planning and development)
https://ics.upjs.sk/~antoni/ceur-ws.org/Vol-0000/paper12.pdf
Permanent Link: http://hdl.handle.net/11104/0324071 - 2.0546282 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman - Suchopárová, Gabriela - Berec, L. - Diviák, T. - Kuběna, Aleš Antonín - Levínský, René - Šlerka, J. - Šmíd, Martin - Trnka, J. - Tuček, V. - Vrbenský, Karel - Zajíček, Milan … Total 14 authors
Simulation of non-pharmaceutical interventions in an agent based epidemic model.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 263-268. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA TA ČR(CZ) TL04000282
Institutional support: RVO:67985807 ; RVO:67985556 ; RVO:67985998
Keywords : agent based modelling * epidemic modelling * non-pharmaceutical interventions
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8); Sociology (NHU-N); Public administration (NHU-N); Urban studies (planning and development) (NHU-N); Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8) (UTIA-B)
https://ics.upjs.sk/~antoni/ceur-ws.org/Vol-0000/paper12.pdf
Permanent Link: http://hdl.handle.net/11104/0322820File Download Size Commentary Version Access 0546282-aoa.pdf 12 924.6 KB OA CC BY 4.0 Publisher’s postprint open-access - 3.0546279 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Plátek, M. - Mráz, F. - Pardubská, D. - Průša, D. - Šíma, Jiří
On Separations of LR(0)-Grammars by Two Types of Pumping Patterns.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 140-146. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA ČR(CZ) GA19-05704S
Institutional support: RVO:67985807
Keywords : deterministic context-free language * restarting automaton * pumping
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-2962/paper05.pdf
Permanent Link: http://hdl.handle.net/11104/0322818File Download Size Commentary Version Access 0546279-aoa.pdf 3 174.8 KB OA CC BY 4.0 Publisher’s postprint open-access - 4.0546251 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Borisov, S. - Dědič, M. - Holeňa, Martin
Experimental Investigation of Neural and Weisfeiler-Lehman-Kernel Graph Representations for Downstream SVM-Based Classification.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 130-139. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA ČR(CZ) GA18-18080S
Institutional support: RVO:67985807
Keywords : graph representation learning * graph neural networks * message-passing networks * Weisfeiler-Lehman isomorphism test * Weisfeiler-Lehman subtree kernel
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ics.upjs.sk/~antoni/ceur-ws.org/Vol-0000/paper50.pdf
Permanent Link: http://hdl.handle.net/11104/0322814File Download Size Commentary Version Access 0546251-aoa.pdf 2 202.6 KB OA CC BY 4.0 Publisher’s postprint open-access - 5.0546161 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Tumpach, Jiří - Kalina, Jan - Holeňa, Martin
A Comparison of Regularization Techniques for Shallow Neural Networks Trained on Small Datasets.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 94-103. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA ČR(CZ) GA18-18080S; GA ČR(CZ) GA19-05704S
Grant - others:Ministerstvo školství, mládeže a tělovýchovy - GA MŠk(CZ) LM2018140
Institutional support: RVO:67985807
Keywords : artificial neural networks * regularization * robustness * optimization
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ics.upjs.sk/~antoni/ceur-ws.org/Vol-0000/paper38.pdf
Permanent Link: http://hdl.handle.net/11104/0322710File Download Size Commentary Version Access 0546161-aoa.pdf 1 6.1 MB OA CC BY 4.0 Publisher’s postprint open-access - 6.0546157 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Koza, J. - Tumpach, J. - Pitra, Z. - Holeňa, Martin
Combining Gaussian Processes and Neural Networks in Surrogate Modeling for Covariance Matrix Adaptation Evolution Strategy.
Proceedings of the 21st Conference Information Technologies – Applications and Theory (ITAT 2021). Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Mráz, F.; Pardubská, D.; Plátek, M.; Vinař, T.), s. 29-38. ISSN 1613-0073.
[ITAT 2021: Information Technologies - Applications and Theory /21./. Heľpa (SK), 24.09.2021-28.09.2021]
R&D Projects: GA ČR(CZ) GA18-18080S
Grant - others:Ministerstvo školství, mládeže a tělovýchovy - GA MŠk(CZ) LM2018140
Institutional support: RVO:67985807
Keywords : black-box optimization * surrogate modeling * artificial neural networks * Gaussian processes * covariance functions
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ics.upjs.sk/~antoni/ceur-ws.org/Vol-0000/paper27.pdf
Permanent Link: http://hdl.handle.net/11104/0322706File Download Size Commentary Version Access 0546157-aoa.pdf 2 1.7 MB OA CC BY 4.0 Publisher’s postprint open-access