Search results
- 1.0491993 - ÚI 2019 RIV US eng C - Conference Paper (international conference)
Šlapák, M. - Neruda, Roman
Matching Subtrees in Genetic Programming Crossover Operator.
ICNC-FSKD 2017. Proceedings of International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Piscataway: IEEE, 2017, s. 208-213. ISBN 978-1-5386-2165-3.
[ICNC-FSKD 2017. International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery /13./. Guilin (CN), 29.07.2017-31.07.2017]
R&D Projects: GA ČR GA15-19877S
Grant - others:ČVUT(CZ) SGS17/210/OHK3/3T/18
Institutional support: RVO:67985807
Keywords : Semantics * Genetic programming * Benchmark testing * Encoding * Standards * Computer science * Electronic mail
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/11104/0285591 - 2.0491208 - ÚI 2019 RIV US eng C - Conference Paper (international conference)
Moudřík, J. - Křen, T. - Neruda, Roman
Algorithm Discovery with Monte-Carlo Search: Controlling the Size.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence. Los Alamitos: IEEE, 2017, s. 390-395. ISBN 978-1-5386-3876-7. E-ISSN 2375-0197.
[ICTAI 2017. IEEE International Conference on Tools with Artificial Intelligence /29./. Boston (US), 06.11.2017-08.11.2017]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : Monte-Carlo Tree Search * Parametric Polymorphism * Genetic Programming * Nested Monte-Carlo Search * UCT
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/11104/0285247 - 3.0490833 - ÚI 2019 RIV US eng C - Conference Paper (international conference)
Křen, T. - Pilát, M. - Neruda, Roman
Multi-Objective Evolution of Machine Learning Workflows.
SSCI 2017 IEEE Symposium Series on Computational Intelligence. New York: IEEE, 2017. ISBN 978-1-5386-2726-6.
[SSCI 2017. Symposium Series on Computational Intelligence. Honolulu (US), 27.11.2017-01.12.2017]
R&D Projects: GA ČR GA15-19877S
Grant - others:GA MŠk(CZ) LM2015042; GA UK(CZ) 187115
Institutional support: RVO:67985807
Keywords : genetic programming * multi-objective evolutionary algorithm * machine learning
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/11104/0284977 - 4.0490832 - ÚI 2019 RIV US eng C - Conference Paper (international conference)
Křen, T. - Moudřík, J. - Neruda, Roman
Combining Top-Down and Bottom-Up Approaches for Automated Discovery of Typed Programs.
SSCI 2017 IEEE Symposium Series on Computational Intelligence. New York: IEEE, 2017, s. 938-945. ISBN 978-1-5386-2726-6.
[SSCI 2017. Symposium Series on Computational Intelligence. Honolulu (US), 27.11.2017-01.12.2017]
R&D Projects: GA ČR GA15-19877S
Grant - others:GA UK(CZ) 187115; GA UK(CZ) 364015
Institutional support: RVO:67985807
Keywords : Parametric Polymorphism * Monte-Carlo Tree Search * Genetic Programming * Nested Monte-Carlo Search
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/11104/0284976 - 5.0479378 - ÚI 2018 RIV CH eng C - Conference Paper (international conference)
Neruda, Roman - Pilát, M. - Moudřík, J.
Unsupervised and Supervised Activity Analysis of Drone Sensor Data.
Applied Computer Sciences in Engineering. Cham: Springer, 2017 - (Figueroa-García, J.; López-Santana, E.; Villa-Ramírez, J.; Ferro-Escobar, R.), s. 3-11. Communications in Computer and Information Science, 742. ISBN 978-3-319-66962-5. ISSN 1865-0929.
[WEA 2017. Workshop on Engineering Applications /4./. Cartagena (CO), 27.09.2017-29.09.2017]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : robotics * machine learning * sensor data * drones * robotika * strojové učení * senzorová data * drony
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/11104/0275352File Download Size Commentary Version Access a0479378.pdf 6 6.3 MB Publisher’s postprint require - 6.0477041 - ÚI 2018 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
Parallel Evolutionary Algorithm with Interleaving Generations.
GECCO 2017. Proceedings of the 2017 Genetic and Evolutionary Computation Conference. New York: ACM, 2017, s. 865-872. ISBN 978-1-4503-4920-8.
[GECCO 2017. Genetic and Evolutionary Computation Conference. Berlin (DE), 15.07.2017-19.07.2017]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : evolutionary algorithms * parallelization * evaluation-time bias * complex optimization * interleaving generations
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/11104/0273439File Download Size Commentary Version Access a0477041.pdf 0 840.4 KB Publisher’s postprint require - 7.0472406 - ÚI 2017 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Křen, T. - Neruda, Roman
Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence. Los Alamitos: IEEE Computer Society, 2016, s. 577-584. ISBN 978-1-5090-4459-7. ISSN 2375-0197.
[ICTAI 2016. IEEE International Conference on Tools with Artificial Intelligence /28./. San Jose (US), 06.11.2016-08.11.2016]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : asynchronous evolution * data mining * machine learning * typed genetic programming
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/11104/0269724File Download Size Commentary Version Access a0472406.pdf 3 983.6 KB Publisher’s postprint require - 8.0470347 - ÚI 2017 RIV CH eng C - Conference Paper (international conference)
Neruda, Roman
Search Techniques for Automated Proposal of Data Mining Schemes.
Applied Computer Sciences in Engineering. Cham: Springer, 2016 - (Figueroa-García, J.; López-Santana, E.; Ferro-Escobar, R.), s. 84-90. Communications in Computer and Information Science, 657. ISBN 978-3-319-50879-5. ISSN 1865-0929.
[WEA 2016. Workshop on Engineering Applications /3./. Bogota (CO), 21.09.2016-23.09.2016]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : computational intelligence * machine learning * meta-learning
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/11104/0268011File Download Size Commentary Version Access a0470347.pdf 1 604.7 KB Publisher’s postprint require - 9.0469509 - ÚI 2017 RIV US eng C - Conference Paper (international conference)
Pilát, M. - Neruda, Roman
General Tuning of Weights in MOEA/D.
CEC 2016. IEEE Congress on Evolutionary Computation. New York: IEEE, 2016, s. 965-972. ISBN 978-1-5090-0623-6.
[CEC 2016. IEEE Congress on Evolutionary Computation. Vancouver (CA), 24.07.2016-29.07.2016]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : computational intelligence * evolutionary algorithms * optimization
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0267291File Download Size Commentary Version Access a0469509.pdf 0 872.6 KB Publisher’s postprint require - 10.0469507 - ÚI 2017 RIV US eng C - Conference Paper (international conference)
Vidnerová, Petra - Neruda, Roman
Evolutionary Generation of Adversarial Examples for Deep and Shallow Machine Learning Models.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, Data Science 2016. New York: ACM, 2016, č. článku 43. ISBN 978-1-4503-4129-5.
[MISCN 2016. Multidisciplinary International Social Networks Conference on SocialInformatics /3./. New Yersey (US), 15.08.2016-17.08.2016]
R&D Projects: GA ČR GA15-19877S
Institutional support: RVO:67985807
Keywords : supervised learning * neural networks * search methodologies
Subject RIV: IN - Informatics, Computer Science
Permanent Link: http://hdl.handle.net/11104/0267290File Download Size Commentary Version Access a0469507.pdf 3 583.8 KB Publisher’s postprint require