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- 1.0462914 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Jajcay, Nikola - Paluš, Milan
Statistical Modelling in Climate Science.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 102-109. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institutional support: RVO:67985807
Keywords : statistical modelling * inverse models * ENSO * climate modelling * ENSO modelling
Subject RIV: BB - Applied Statistics, Operational Research
http://ceur-ws.org/Vol-1649/102.pdf
Permanent Link: http://hdl.handle.net/11104/0262261File Download Size Commentary Version Access a0462914.pdf 1 971.9 KB Publisher’s postprint require - 2.0462913 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Kopp, M. - Pištora, N. - Holeňa, Martin
How to Mimic Humans, Guide for Computers.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 110-117. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Grant - others:SGS ČVUT(CZ) SGS16/119/OHK3/1T/18
Institutional support: RVO:67985807
Keywords : CAPTCHA * machine learning * network security * optical character recognition * speech recognition
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-1649/110.pdf
Permanent Link: http://hdl.handle.net/11104/0262260File Download Size Commentary Version Access a0462913.pdf 1 756 KB Publisher’s postprint require - 3.0462912 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Kůrková, Věra
Multivariable Approximation by Convolutional Kernel Networks.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 118-122. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : kernel networks * approximation of functions * Fourier transform
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1649/118.pdf
Permanent Link: http://hdl.handle.net/11104/0262258File Download Size Commentary Version Access a0462912.pdf 4 145 KB Publisher’s postprint require - 4.0462910 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Orekhov, N. - Bajer, L. - Holeňa, Martin
Testing Gaussian Process Surrogates on CEC’2013 Multi-Modal Benchmark.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 138-146. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Grant - others:GA MŠk(CZ) LM2015042
Institutional support: RVO:67985807
Keywords : Gaussian process * ordinary regression * surrogate modelling * black-box optimization * CMA-ES Gaussian process * ordinary regression * surrogate modelling * black-box optimization * CMA-ES
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-1649/138.pdf
Permanent Link: http://hdl.handle.net/11104/0262257File Download Size Commentary Version Access a0462910.pdf 0 641 KB Publisher’s postprint require - 5.0462909 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Repický, J. - Bajer, L. - Holeňa, Martin
Traditional Gaussian Process Surrogates in the BBOB Framework.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 163-171. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
R&D Projects: GA MZd(CZ) NV15-33250A
Grant - others:GA MŠk(CZ) LM2015042; SVV(CZ) 260 224
Institutional support: RVO:67985807
Keywords : continuous optimization * objective function evaluation * black-box optimization * Gaussian process * surrogate modelling
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-1649/163.pdf
Permanent Link: http://hdl.handle.net/11104/0262256File Download Size Commentary Version Access a0462909.pdf 3 1.5 MB Publisher’s postprint require - 6.0462902 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Pulc, P. - Rosenzveig, E. - Holeňa, Martin
Image Processing in Collaborative Open Narrative Systems.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 155-162. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institutional support: RVO:67985807
Keywords : multimedia * image processing * open narrative approach * collaborative open narrative * grid cut algorithm
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-1649/155.pdf
Permanent Link: http://hdl.handle.net/11104/0262253File Download Size Commentary Version Access a0462902.pdf 3 3.2 MB Publisher’s postprint require - 7.0462894 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Šabata, T. - Borovička, T. - Holeňa, Martin
Modeling and Clustering the Behavior of Animals Using Hidden Markov Models.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 172-178. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
Institutional support: RVO:67985807
Keywords : behavior patterns * behavioral sequences * clustering * hidden Markov models * Kullback-Leibler divergence
Subject RIV: IN - Informatics, Computer Science
http://ceur-ws.org/Vol-1649/172.pdf
Permanent Link: http://hdl.handle.net/11104/0262246File Download Size Commentary Version Access a0462894.pdf 0 372.6 KB Publisher’s postprint require - 8.0462893 - ÚI 2017 RIV DE eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Vulnerability of Machine Learning Models to Adversarial Examples.
Proceedings ITAT 2016: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2016 - (Brejová, B.), s. 187-194. CEUR Workshop Proceedings, V-1649. ISBN 978-1-5370-1674-0. ISSN 1613-0073.
[ITAT 2016. Conference on Theory and Practice of Information Technologies /16./. Tatranské Matliare (SK), 15.09.2016-19.09.2016]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : machine learning * classification * adversarial examples
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1649/187.pdf
Permanent Link: http://hdl.handle.net/11104/0262245File Download Size Commentary Version Access a0462893.pdf 3 201.2 KB Publisher’s postprint require