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- 1.0484305 - ÚI 2018 RIV US eng C - Conference Paper (international conference)
Coufal, David
On Smooth Compactly Supported Radial Fuzzy System.
INES 2017 IEEE 21st International Conference on Intelligent Engineering Systems. Danvers: IEEE, 2017, s. 39-44. ISBN 978-1-4799-7678-2.
[INES 2017. International Conference on Intelligent Engineering Systems /21./. Larnaca (CY), 20.10.2017-23.10.2017]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : fuzzy systems * radial functions * smoothness
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8118577&isnumber=8118527
Permanent Link: http://hdl.handle.net/11104/0279438File Download Size Commentary Version Access a0484305.pdf 1 969.3 KB Publisher’s postprint require - 2.0478625 - ÚI 2018 RIV DE eng C - Conference Paper (international conference)
Kůrková, Věra
Bounds on Sparsity of One-Hidden-Layer Perceptron Networks.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 100-105. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : shallow perceptron networks * sparse networks * pseudo-noise sequences * variational norm
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/100.pdf
Permanent Link: http://hdl.handle.net/11104/0274766File Download Size Commentary Version Access a0478625.pdf 2 309.1 KB Publisher’s postprint require - 3.0478624 - ÚI 2018 RIV DE eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Evolution Strategies for Deep Neural Network Models Design.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 159-166. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
R&D Projects: GA ČR GA15-18108S
Grant - others:GA MŠk(CZ) LM2015042
Institutional support: RVO:67985807
Keywords : deep neural networks * evolution strategies * architecture optimisation * Keras
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ceur-ws.org/Vol-1885/159.pdf
Permanent Link: http://hdl.handle.net/11104/0274767File Download Size Commentary Version Access a0478624.pdf 2 236.3 KB Publisher’s postprint require - 4.0478496 - ÚI 2018 RIV PL eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Evolving Keras Architectures for Sensor Data Analysis.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems. Warszawa: Polish Information Processing Society, 2017 - (Ganzha, M.; Maciaszek, L.; Paprzycki, M.), s. 109-112. Annals of Computer Science and Information Systems, 11. ISBN 978-83-946253-7-5. ISSN 2300-5963.
[FedCSIS 2017. Federated Conference on Computer Science and Information Systems. Prague (CZ), 03.09.2017-06.09.2017]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : genetic algorithms * deep neural networks * air pollution prediction
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0274610File Download Size Commentary Version Access a0478496.pdf 4 286.6 KB Publisher’s postprint require - 5.0476509 - ÚI 2018 RIV CH eng C - Conference Paper (international conference)
Kůrková, Věra
Sparsity of Shallow Networks Representing Finite Mappings.
EANN 2017. Cham: Springer, 2017 - (Boracchi, G.; Iliadis, L.; Jayne, C.; Likas, A.), s. 337-348. Communications in Computer and Information Science, 744. ISBN 978-3-319-65171-2. ISSN 1865-0929.
[EANN 2017. International Conference /18./. Athens (GR), 25.08.2017-27.08.2017]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : shallow networks * finite mappings * sparsity * model complexity * concentration of measure * signum perceptrons
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0272989File Download Size Commentary Version Access a0476509.pdf 3 229.6 KB Publisher’s postprint require - 6.0462912 - 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 - 7.0462893 - 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 - 8.0462723 - ÚI 2017 RIV US eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Sensor Data Air Pollution Prediction by Kernel Models.
Proceedings og the 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing. Los Alamitos: IEEE CS, 2016, s. 666-673. ISBN 978-1-5090-2453-7.
[CCGrid 2016. IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing /16./. Cartagena de Indias (CO), 16.05.2016-19.05.2016]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : environmental modelling * kernel models * hybrid methods
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0262113File Download Size Commentary Version Access a0462723.pdf 4 380.4 KB Publisher’s postprint require - 9.0460704 - ÚI 2017 RIV CH eng C - Conference Paper (international conference)
Kůrková, Věra
Lower Bounds on Complexity of Shallow Perceptron Networks.
Engineering Applications of Neural Networks. Cham: Springer, 2016 - (Jayne, C.; Iliadis, L.), s. 283-294. Communications in Computer and Information Science, 629. ISBN 978-3-319-44187-0. ISSN 1865-0929.
[EANN 2016. International Conference /17./. Aberdeen (GB), 02.09.2016-05.09.2016]
R&D Projects: GA ČR GA15-18108S
Institutional support: RVO:67985807
Keywords : shallow feedforward networks * signum perceptrons * finite mappings * model complexity * Hadamard matrices
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0260719File Download Size Commentary Version Access a0460704.pdf 3 196.9 KB Publisher’s postprint require - 10.0457016 - ÚI 2016 RIV US eng C - Conference Paper (international conference)
Křen, T. - Neruda, Roman
A Dynamic Programming Approach to Individual Initialization in Genetic Programming.
Proceedings of The 2015 IEEE International Conference on Systems, Man and Cybernetics. Los Alamitos: IEEE, 2015, s. 1752-1757. ISBN 978-1-4799-8696-5.
[SMC 2015. International Conference on Systems, Man and Cybernetics. Hong Kong (HK), 09.10.2015-12.10.2015]
R&D Projects: GA ČR GA15-18108S
Grant - others:GA UK(CZ) 187115; SVV(CZ) 260 224
Institutional support: RVO:67985807
Keywords : genetic programming * initialization * dynamic programming
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0257465File Download Size Commentary Version Access a0457016.pdf 1 456.7 KB Publisher’s postprint require