Search results
- 1.0577393 - ÚPT 2024 RIV US eng J - Journal Article
Pijáčková, Kristýna - Nejedlý, Petr - Křemen, V. - Plešinger, Filip - Mívalt, F. - Lepková, K. - Pail, Martin - Jurák, Pavel - Worrell, G. A. - Brázdil, M. - Klimeš, Petr
Genetic algorithm designed for optimization of neural network architectures for intracranial EEG recordings analysis.
Journal of Neural Engineering. Roč. 20, č. 3 (2023), č. článku 036034. ISSN 1741-2560. E-ISSN 1741-2552
R&D Projects: GA MZd(CZ) NU22-08-00278; GA ČR(CZ) GA22-28784S; GA MŠMT(CZ) LX22NPO5107
Institutional support: RVO:68081731
Keywords : intracranial EEG * genetic algorithms * optimization * neural network * deep learning
OECD category: Neurosciences (including psychophysiology
Impact factor: 4, year: 2022
Method of publishing: Open access
https://iopscience.iop.org/article/10.1088/1741-2552/acdc54
Permanent Link: https://hdl.handle.net/11104/0348045 - 2.0565679 - ÚI 2024 RIV US eng J - Journal Article
Figueroa-Garcia, J.C. - Neruda, Roman - Hernandez–Pérez, G.
A genetic algorithm for multivariate missing data imputation.
Information Sciences. Roč. 619, January 2023 (2023), s. 947-967. ISSN 0020-0255. E-ISSN 1872-6291
Institutional support: RVO:67985807
Keywords : Missing data * Genetic algorithms * Multivariate missing data * Data imputation
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 8.1, year: 2022
Method of publishing: Open access
https://dx.doi.org/10.1016/j.ins.2022.11.037
Permanent Link: https://hdl.handle.net/11104/0337194File Download Size Commentary Version Access 0565679-aoa.pdf 6 699.9 KB OA CC BY NC ND 4.0 Publisher’s postprint open-access - 3.0485639 - ÚI 2021 RIV GB eng J - Journal Article
Vidnerová, Petra - Neruda, Roman
Vulnerability of classifiers to evolutionary generated adversarial examples.
Neural Networks. Roč. 127, July (2020), s. 168-181. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR(CZ) GA18-23827S
Institutional support: RVO:67985807
Keywords : supervised learning * neural networks * kernel methods * genetic algorithms * adversarial examples
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 8.050, year: 2020
Method of publishing: Limited access
http://dx.doi.org/10.1016/j.neunet.2020.04.015
Permanent Link: http://hdl.handle.net/11104/0280599 - 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 - 5.0444967 - ÚI 2016 RIV CH eng C - Conference Paper (international conference)
Basterrech, S. - Bobrov, P. - Frolov, A. A. - Húsek, Dušan
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI.
Artificial Intelligence and Soft Computing. Vol. 2. Cham: Springer, 2015 - (Rutkowski, L.; Korytkowski, M.; Scherer, R.; Tadeusiewicz, R.; Zadeh, L.; Zurada, J.), s. 79-90. Lecture Notes in Artificial Intelligence, 9120. ISBN 978-3-319-19368-7. ISSN 0302-9743.
[ICAISC 2015. International Conference on Artificial Intelligence and Soft Computing /14./. Zakopane (PL), 12.06.2015-16.06.2015]
R&D Projects: GA MŠMT ED1.1.00/02.0070
Grant - others:GA MŠk(CZ) EE2.3.30.0055
Institutional support: RVO:67985807
Keywords : brain computer interface * EEG pattern selection * Bayesian classifier * genetic algorithms * simulating annealing
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0247398File Download Size Commentary Version Access a0444967.pdf 5 299.9 KB Publisher’s postprint require - 6.0435886 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Křen, T. - Neruda, Roman
Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A*.
2014 IEEE Congress on Evolutionary Computation. Piscataway: IEEE CS, 2014, s. 1847-1854. ISBN 978-1-4799-6626-4.
[CEC 2014. IEEE Congress on Evolutionary Computation. Beijing (CN), 06.06.2014-11.06.2014]
R&D Projects: GA ČR GAP202/10/1333; GA MŠMT(CZ) LD13002
Grant - others:SVV(CZ) 260 104
Institutional support: RVO:67985807
Keywords : genetic algorithms * geometry * lambda calculus * search problems
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0239718File Download Size Commentary Version Access a0435886.pdf 0 791.7 KB Publisher’s postprint require - 7.0427034 - ÚI 2015 RIV US eng C - Conference Paper (international conference)
Kohout, J. - Neruda, Roman
Two-Phase Genetic Algorithm for Social Network Graphs Clustering.
IEEE 27th International Conference on Advanced Information Networking and Applications Workshops. Los Alamitos: IEEE Computer Society, 2013 - (Barolli, L.; Xhafa, F.; Takizawa, M.; Enokido, T.; Hsu, H.), s. 197-202. ISBN 978-0-7695-4952-1.
[WAINA 2013. International Conference on Advanced Information Networking and Applications Workshops /27./. Barcelona (ES), 25.03.2013-28.03.2013]
R&D Projects: GA ČR GAP202/11/1368
Grant - others:European Office of Aerospace Research and Development(XE) FA8655-11-3035
Institutional support: RVO:67985807
Keywords : clustering * genetic algorithms * graph
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0232647File Download Size Commentary Version Access a0427034.pdf 1 609.5 KB Publisher’s postprint require - 8.0411118 - UTIA-B 20030105 RIV CZ eng C - Conference Paper (international conference)
Daněk, Martin - Muzikář, Z.
Evolutionary techniques in physical design for FPGAs.
Liberec: Technical University, 2003. ISBN 80-7083-708-X. In: ECMS 2003. 6th International Workshop on Electronics, Control, Measurement and Signals. - (Drábková, J.; Nouza, J.), s. 274-278
[ECMS 2003 /6./. Liberec (CZ), 02.06.2003-04.06.2003]
Grant - others:CTU(CZ) 0210413
Institutional research plan: CEZ:AV0Z1075907
Keywords : FPGA * signal processing * genetic algorithms
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0131205 - 9.0410547 - UTIA-B 20010016 RIV CH eng J - Journal Article
Ivanova, Petya - Tagarev, T. D.
Indicator space configuration for early warning of violent political conflicts by genetic algorithms.
Annals of Operations Research. Roč. 97, č. 2 (2000), s. 287-311. ISSN 0254-5330. E-ISSN 1572-9338
R&D Projects: GA ČR GA102/99/1564
Institutional research plan: AV0Z1075907
Keywords : genetic algorithms * indicator selection * neural networks
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.364, year: 2000
Permanent Link: http://hdl.handle.net/11104/0130636 - 10.0405662 - UIVT-O 336044 RIV US eng J - Journal Article
Húsek, Dušan - Snášel, Václav - Neruda, Roman - Owais, S.S.J. - Krömer, P.
Evolutionary Algorithms for Boolean Queries Optimization.
[Evoluční algoritmy pro optimalizaci booleovských dotazů.]
WSEAS Transactions on Information Science and Applications. Roč. 3, č. 1 (2006), s. 15-20. ISSN 1790-0832
R&D Projects: GA AV ČR 1ET100300414
Institutional research plan: CEZ:AV0Z10300504
Keywords : evolutionary algorithms * genetic algorithms * information retrieval * Boolean query
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125802