Search results
- 1.0579713 - ÚI 2024 RIV DE eng C - Conference Paper (international conference)
Tumpach, J. - Koza, J. - Holeňa, Martin
Improving Optimization With Gaussian Processes in the Covariance Matrix Adaptation Evolution Strategy.
Proceedings of the 23st Conference Information Technologies – Applications and Theory (ITAT 2023). Aachen: Technical University & CreateSpace Independent Publishing, 2023 - (Brejová, B.; Ciencialová, L.; Holeňa, M.; Jajcay, R.; Jajcayová, T.; Lexa, M.; Mráz, F.; Pardubská, D.; Plátek, M.), s. 82-88. CEUR Workshop Proceedings, 3498. ISSN 1613-0073.
[ITAT 2023: Conference Information Technologies – Applications and Theory /23./. Tatranské Matliare (SK), 22.09.2023-26.09.2023]
Grant - others:Ministerstvo školství, mládeže a tělovýchovy - GA MŠk(CZ) LM2018140
Institutional support: RVO:67985807
Keywords : black-box optimization * covariance matrix adaptation evolution strategy * surrogate modelling * Gaussian processes
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ceur-ws.org/Vol-3498/paper10.pdf
Permanent Link: https://hdl.handle.net/11104/0348533 - 2.0579712 DE BXXS
Brejová, B. (ed.) - Ciencialová, L. (ed.) - Holeňa, M. (ed.) - Jajcay, R. (ed.) - Jajcayová, T. (ed.) - Lexa, M. (ed.) - Mráz, F. (ed.) - Pardubská, D. (ed.) - Plátek, M. (ed.)
Proceedings of the 23st Conference Information Technologies – Applications and Theory (ITAT 2023).
Aachen: Technical University & CreateSpace Independent Publishing, 2023. CEUR Workshop Proceedings, 3498. ISSN 1613-0073 - 3.0565961 - ÚI 2023 RIV DE eng C - Conference Paper (international conference)
Korel, L. - Behr, A. S. - Kockmann, N. - Holeňa, Martin
Using Artificial Neural Networks to Determine Ontologies Most Relevant to Scientific Texts.
Proceedings of the 22st Conference Information Technologies – Applications and Theory (ITAT 2022). Aachen: Technical University & CreateSpace Independent Publishing, 2022 - (Ciencialová, L.; Holeňa, M.; Jajcay, R.; Jajcayová, R.; Mráz, F.; Pardubská, D.; Plátek, M.), s. 44-54. ISSN 1613-0073.
[ITAT 2022: Conference Information Technologies - Applications and Theory /22./. Zuberec (SK), 23.09.2022-27.09.2022]
Institutional support: RVO:67985807
Keywords : ontology * text data * text preprocessing * text representation learning * text classification
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ceur-ws.org/Vol-3226/paper5.pdf
Permanent Link: https://hdl.handle.net/11104/0337426 - 4.0565960 - ÚI 2023 RIV DE eng C - Conference Paper (international conference)
Yorsh, U. - Behr, A. S. - Kockmann, N. - Holeňa, Martin
Text-to-Ontology Mapping via Natural Language Processing Models.
Proceedings of the 22st Conference Information Technologies – Applications and Theory (ITAT 2022). Aachen: Technical University & CreateSpace Independent Publishing, 2022 - (Ciencialová, L.; Holeňa, M.; Jajcay, R.; Jajcayová, R.; Mráz, F.; Pardubská, D.; Plátek, M.), s. 28-34. ISSN 1613-0073.
[ITAT 2022: Conference Information Technologies - Applications and Theory /22./. Zuberec (SK), 23.09.2022-27.09.2022]
Institutional support: RVO:67985807
Keywords : text analysis * language models * fastText * BERT * matching text to ontologies
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://ceur-ws.org/Vol-3226/paper3.pdf
Permanent Link: https://hdl.handle.net/11104/0337425 - 5.0565959 DE BXXS
Ciencialová, L. (ed.) - Holeňa, M. (ed.) - Jajcay, R. (ed.) - Jajcayová, R. (ed.) - Mráz, F. (ed.) - Pardubská, D. (ed.) - Plátek, M. (ed.)
Proceedings of the 22st Conference Information Technologies – Applications and Theory (ITAT 2022).
Aachen: Technical University & CreateSpace Independent Publishing, 2022. ISSN 1613-0073 - 6.0555604 - ÚI 2022 RIV DE eng C - Conference Paper (international conference)
Růžička, J. - Koza, J. - Tumpach, J. - Pitra, Z. - Holeňa, Martin
Combining Gaussian Processes with Neural Networks for Active Learning in Optimization.
IAL@ECML PKDD 2021: Workshop on Interactive Adaptive Learning. Proceedings. Aachen: Technical University & CreateSpace Independent Publishing, 2021 - (Krempl, G.; Lemaire, V.; Kottke, D.; Holzinger, A.; Hammer, B.), s. 105-120. CEUR Workshop Proceedings, 3079. ISSN 1613-0073.
[IAL 2021: Workshop on Interactive Adaptive Learning /5./. Bilbao / virtual (ES), 13.09.2021-13.09.2021]
R&D Projects: GA ČR(CZ) GA18-18080S
Grant - others:Ministerstvo školství, mládeže a tělovýchovy - GA MŠk(CZ) LM2018140
Institutional support: RVO:67985807
Keywords : active learning * black-box optimization * 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://ceur-ws.org/Vol-3079/ial2021_paper9.pdf
Permanent Link: http://hdl.handle.net/11104/0330068File Download Size Commentary Version Access 0555604-afoa.pdf 1 2.4 MB OA CC BY 4.0 Publisher’s postprint open-access - 7.0555602 DE BXXS
Krempl, G. (ed.) - Lemaire, V. (ed.) - Kottke, D. (ed.) - Holzinger, A. (ed.) - Hammer, B. (ed.)
IAL@ECML PKDD 2021: Workshop on Interactive Adaptive Learning. Proceedings.
Aachen: Technical University & CreateSpace Independent Publishing, 2021. CEUR Workshop Proceedings, 3079. ISSN 1613-0073 - 8.0547912 - 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 - 9.0546282 - 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 - 10.0546279 - 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