Vysoké učení technické v Brně - Vnitřní projekty VUT

- plně financující (2020-01-01 - 2021-12-31)

FSI-S-20-6538

čeština

Matoušek Radomil, prof. Ing., Ph.D. - hlavní řešitel
Cejpek Zdeněk, Ing. - spoluřešitel
Dobrovský Ladislav, Ing., Ph.D. - spoluřešitel
Dosoudilová Monika, Mgr., Ph.D. - spoluřešitel
Hůlka Tomáš, Ing., Ph.D. - spoluřešitel
Kaura Patrik, Ing. - spoluřešitel
Klein Richard, Ing. - spoluřešitel
Kůdela Jakub, Ing., Ph.D. - spoluřešitel
Parák Roman, Ing., Ph.D. - spoluřešitel
Prokeš Tomáš, Ing., Ph.D. - spoluřešitel
Roupec Jan, doc. Ing., Ph.D. - spoluřešitel
Šeda Miloš, prof. RNDr. Ing., Ph.D. - spoluřešitel
Škrabánek Pavel, doc. Ing., Ph.D. - spoluřešitel
Šoustek Petr, Ing., Ph.D. - spoluřešitel
Šťastný Jiří, prof. RNDr. Ing., CSc. - spoluřešitel

Ústav automatizace a informatiky
- interní (01.01.2020 - 31.12.2022)
Fakulta strojního inženýrství
- příjemce (01.01.2020 - 31.12.2022)

ČUTOVÁ, M.; MANTA, J.; PORUBIAKOVÁ, O.; KAURA, P.; ŠŤASTNÝ, J.; BRÁZDOVÁ JÁGELSKÁ, E.; GOSWAMI, P.; BARTAS, M.; BRÁZDA, V. Divergent distributions of inverted repeats and G-quadruplex forming sequences in Saccharomyces cerevisiae. GENOMICS, 2020, vol. 112, no. 2, p. 1897-1901. ISSN: 0888-7543.
Detail

TOBING, T.; ŠKRABÁNEK, P.; YILDIRIM, S.; GEORGE, S.; ELGVIN, T. Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature. In Archiving Conference. 2023. p. 155-158. ISBN: 978-0-89208-362-6.
Detail

NAHODIL, P.; HAMMER, M. Analýza statorového proudu asynchronního motoru při různých zatíženích a poruchách. VŠB TU Ostrava: VŠB TU Ostrava, 2020. s. 67-76.
Detail

HAMMER, M.; NAHODIL, P. Elektrodiagnostika jako součást multiparametrické diagnostiky v průmyslové praxi. Český Těšín: Trade Media International,s.r.o, 2020. s. 11-15.
Detail

KŮDELA, J. Social Distancing as p-Dispersion Problem. IEEE Access, 2020, vol. 8, no. 1, p. 149402-149411. ISSN: 2169-3536.
Detail

KŮDELA, J.; ŠOMPLÁK, R.; SMEJKALOVÁ, V.; NEVRLÝ, V.; JIRÁSEK, P. The Potential for Future Material Recovery of Municipal Solid Waste: Inputs for Sustainable Infrastructure Planning. Chemical Engineering Transactions, 2020, vol. 81, no. 1, p. 1219-1224. ISSN: 2283-9216.
Detail

BRÁZDA, V.; LUO, Y.; BARTAS, M.; KAURA, P.; PORUBIAKOVÁ, O.; ŠŤASTNÝ, J.; PEČINKA, P.; VERGA, D.; DA CUNHA, V.; S. TAKAHASHI, T.; FORTERRE, P.; MYLLYKALLIO, H.; FOJTA, M.; MERGNY, J. G-quadruplexes in the Archaea Domain. Biomolecules, 2020, vol. 10, no. 9, p. 1-23. ISSN: 2218-273X.
Detail

ŠKRABÁNEK, P.; DOLEŽEL, P.; MATOUŠEK, R.; JUNEK, P. RGB Images Driven Recognition of Grapevine Varieties. In 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020). Advances in Intelligent Systems and Computing. Cham: Springer International Publishing, 2020. p. 216-225. ISBN: 978-3-030-57802-2. ISSN: 2194-5365.
Detail

HŮLKA, T.; MATOUŠEK, R.; DOBROVSKÝ, L.; DOSOUDILOVÁ, M.; NOLLE, L. Optimization of Snake-like Robot Locomotion Using GA: Serpenoid Design. Mendel Journal series, 2020, vol. 26 (2020), no. 1, p. 1-6. ISSN: 1803-3814.
Detail

ŠKRABÁNEK, P.; DOLEŽEL, P.; NĚMEC, Z.; ŠTURSA, D. Person Detection for an Orthogonally Placed Monocular Camera. JOURNAL OF ADVANCED TRANSPORTATION, 2020, vol. 2020, no. 1, p. 1-13. ISSN: 0197-6729.
Detail

MATOUŠEK, R.; KŮDELA, J. Studies in Fuzziness and Soft Computing (Recent Advances in Soft Computing and Cybernetics). Switzerland: Springer International Publishing, 2021. 320 p. ISBN: 978-3-030-61658-8.
Detail

ŠKRABÁNEK, P.; MAREK, J.; POZDÍLKOVÁ, A. Boscovich fuzzy regression line. Mathematics, 2021, vol. 9, no. 6, p. 1-14. ISSN: 2227-7390.
Detail

ŠŤASTNÝ, J.; RICHTER, J.; JURÁNEK, L. Determination of Air Jet Shape with Complex Methods Using Neural Networks. In Studies in Fuzziness and Soft Computing. Springer Nature Switzerland, 2021. p. 25-40. ISBN: 978-3-030-61658-8.
Detail

BOHÁLOVÁ, N.; CANTARA, A.; BARTAS, M.; KAURA, P.; ŠŤASTNÝ, J.; PEČINKA, P.; FOJTA, M.; BRÁZDA, V. Tracing dsDNA Virus–Host Coevolution through Correlation of Their G-Quadruplex-Forming Sequences. International Journal of Molecular Sciences, 2021, vol. 22, no. 7, p. 1-12. ISSN: 1422-0067.
Detail

BOHÁLOVÁ, N.; CANTARA, A.; BARTAS, M.; KAURA, P.; ŠŤASTNÝ, J.; PEČINKA, P.; FOJTA, M.; MERGNY, J.; BRÁZDA, V. Analyses of viral genomes for G-quadruplex forming sequences reveal their correlation with the type of infection. BIOCHIMIE, 2021, vol. 186, no. 1, p. 13-27. ISSN: 0300-9084.
Detail

JUNEK, L.; ŠŤASTNÝ, J. Classification of Deformed Objects Using Advanced LR Parsers. In Studies in Fuzziness and Soft Computing. Springer Nature Switzerland, 2021. p. 297-308. ISBN: 978-3-030-61658-8.
Detail

KŮDELA, J. Mixed-integer programming model for ranking universities: Letting universities choose the weights. Mendel Journal series, 2021, vol. 27, no. 1, p. 41-48. ISSN: 1803-3814.
Detail

POKORNÝ, J.; ŠEDA, P.; ŠEDA, M.; HOŠEK, J. Modeling Optimal Location Distribution for Deployment of Flying Base Stations as On-Demand Connectivity Enablers in Real-World Scenarios. SENSORS, 2021, vol. 21, no. 16, p. 1-22. ISSN: 1424-8220.
Detail

PARÁK, R.; MATOUŠEK, R. Comparison of Multiple Reinforcement Learning and Deep Reinforcement Learning Methods for the Task Aimed at Achieving the Goal. Mendel Journal series, 2021, vol. 27, no. 1, p. 1-8. ISSN: 1803-3814.
Detail

MATOUŠEK, R.; LOZI, R.; HŮLKA, T. Stabilization of Higher Periodic Orbits of the Lozi and Hénon Maps using Meta-evolutionary Approaches. In 2021 IEEE Congress on Evolutionary Computation (CEC). IEEE Congress on Evolutionary Computation (CEC). Kraków, Poland: IEEE, 2021. p. 572-579. ISBN: 978-1-7281-8393-0.
Detail

MOURALOVÁ, K.; POLZER, A.; BENEŠ, L.; BEDNÁŘ, J.; ZAHRADNÍČEK, R.; KALIVODA, M.; FRIES, J. Multicut technology used in WEDM machining of Mar-M247. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2021, vol. 235, no. 13, p. 1-17. ISSN: 0954-4054.
Detail

MOURALOVÁ, K.; POLZER, A.; BENEŠ, L.; BEDNÁŘ, J.; ZAHRADNÍČEK, R.; PROKEŠ, T.; FIALA, Z.; FRIES, J. Machining of B1914 nickel-based superalloy using wire electrical discharge machining. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2021, vol. 235, no. 6, p. 2141-2153. ISSN: 0954-4089.
Detail

PARÁK, R.; MATOUŠEK, R.; LACKO, B. I4C – Robotická buňka podle konceptu Průmyslu 4.0. Automa, 2021, roč. 27, č. 1, s. 10-12. ISSN: 1210-9592.
Detail

KŮDELA, J. Novel Zigzag-based Benchmark Functions for Bound Constrained Single Objective Optimization. In 2021 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2021. p. 857-862. ISBN: 978-1-7281-8393-0.
Detail

MATOUŠEK, R.; DOBROVSKÝ, L.; KŮDELA, J. How to start a heuristic? Utilizing lower bounds for solving the quadratic assignment problem. International Journal of Industrial Engineering Computations, 2021, vol. 13, no. 2, p. 151-164. ISSN: 1923-2934.
Detail

PLUSKAL, J.; ŠOMPLÁK, R.; KŮDELA, J. Novel Approaches for Transport Infrastructure Reduction to Effective Optimisation of Flow Tasks. Chemical Engineering Transactions, 2021, vol. 88, no. 1, p. 463-468. ISSN: 2283-9216.
Detail

KŮDELA, J.; MATOUŠEK, R. New Benchmark Functions for Single-Objective Optimization Based on a Zigzag Pattern. IEEE Access, 2022, vol. 10, no. 1, p. 8262-8278. ISSN: 2169-3536.
Detail

DOSKOČIL, R.; LACKO, B. Fuzzy přístup k hodnocení rizik. Soudní inženýrství, 2022, roč. 32, č. 4, s. 57-62. ISSN: 1211-443X.
Detail

BRÁZDA, V.; HAVLÍK, J.; KOLOMAZNÍK, J.; TRENZ, O.; ŠŤASTNÝ, J. R-Loop Tracker: Web Access-Based Tool for R-Loop Detection and Analysis in Genomic DNA Sequences. International Journal of Molecular Sciences, 2021, vol. 22, no. 23, p. 1-8. ISSN: 1422-0067.
Detail

MUNKOVÁ, D.; MUNK, M.; BENKO, L.; ŠŤASTNÝ, J. MT Evaluation in the Context of Language Complexity. COMPLEXITY, 2022, vol. 2021, no. 1, p. 1-15. ISSN: 1076-2787.
Detail

ŠKRABÁNEK, P.; DOLEŽEL, P.; MATOUŠEK, R. RGB images-driven recognition of grapevine varieties using a densely connected convolutional network. LOGIC JOURNAL OF THE IGPL, 2022, no. jzac029, p. 1-16. ISSN: 1367-0751.
Detail

MELGAREJO, D.; POKORNÝ, J.; ŠEDA, P.; NARAYANAN, A.; NARDELLI, P.; RASTI, M.; HOŠEK, J.; ŠEDA, M.; RODRÍGUEZ, D.; KOUCHERYAVY, Y.; FRAIDENRAICH, G. Optimizing Flying Base Station Connectivity by RAN Slicing and Reinforcement Learning. IEEE Access, 2022, vol. 10, no. 1, p. 53746-53760. ISSN: 2169-3536.
Detail

KŮDELA, J.; HOLOUBEK, T.; NEVORAL, T. Surrogate-Assisted Differential Evolution-Based Method for the ICSI’2022 Competition. In Advances in Swarm Intelligence. ICSI 2022, Part II. Lecture Notes in Computer Science, vol 13345. Springer, Cham, 2022. p. 440-449. ISBN: 978-3-031-09726-3.
Detail

KŮDELA, J.; NEVORAL, T.; HOLOUBEK, T. Composite Evolutionary Strategy and Differential Evolution Method for the ICSI’2022 Competition. In Advances in Swarm Intelligence. ICSI 2022, Part II. Lecture Notes in Computer Science, vol 13345. Springer, Cham, 2022. p. 432-439. ISBN: 978-3-031-09726-3.
Detail

KŮDELA, J.; NEVORAL, T.; HOLOUBEK, T. Comparing the Brain Storm Optimization Algorithm on the Ambiguous Benchmark Set. In Advances in Swarm Intelligence. ICSI 2022, Part II. Lecture Notes in Computer Science, vol 13344. Springer, Cham, 2022. p. 367-379. ISBN: 978-3-031-09726-3.
Detail

KŮDELA, J. Commentary on: “STOA: A bio-inspired based optimization algorithm for industrial engineering problems” [EAAI, 82 (2019), 148–174] and “Tunicate Swarm Algorithm: A new bio-inspired based metaheuristic paradigm for global optimization” [EAAI, 90 (2020), no. 103541]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, vol. 113, no. 1, p. 1-3. ISSN: 0952-1976.
Detail

DOLEŽEL, P.; ŠKRABÁNEK, P.; ŠTURSA, D.; BARUQUE ZANON, B.; COGOLLOS ADRIAN, H.; KRÝDA, P. Centroid based person detection using pixelwise prediction of the position. Journal of Computational Science, 2022, vol. 63, no. 1, p. 1-12. ISSN: 1877-7503.
Detail

KŮDELA, J.; MATOUŠEK, R. Recent advances and applications of surrogate models for finite element method computations: a review. SOFT COMPUTING, 2022, vol. 26, no. 1, p. 13709-13733. ISSN: 1432-7643.
Detail

PARÁK, R.; JUŘÍČEK, M. Intelligent Sampling of Anterior Human Nasal Swabs using a Collaborative Robotic Arm. Mendel Journal series, 2022, vol. 28, no. 1, p. 32-40. ISSN: 1803-3814.
Detail

ŠKRABÁNEK, P.; MARTÍNKOVÁ, N. Tuning of grayscale computer vision systems. DISPLAYS, 2022, no. 74, p. 102286-102286. ISSN: 0141-9382.
Detail

MATOUŠEK, R.; HŮLKA, T. Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. In 2022 IEEE Congress on Evolutionary Computation (CEC). IEEE Congress on Evolutionary Computation (CEC). Padova, Italy: IEEE, 2022. p. 1-8. ISBN: 978-1-7281-8393-0.
Detail

KŮDELA, J.; MATOUŠEK, R. Combining Lipschitz and RBF Surrogate Models for High-dimensional Computationally Expensive Problems. INFORMATION SCIENCES, 2022, vol. 619, no. January, p. 457-477. ISSN: 0020-0255.
Detail

KŮDELA, J. A critical problem in benchmarking and analysis of evolutionary computation methods. Nature Machine Intelligence, 2022, no. 4, p. 1238-1245. ISSN: 2522-5839.
Detail

ŠEDA, M. The Assignment Problem and Its Relation to Logistics Problems. Algorithms, 2022, vol. 15, no. 10, p. 1-27. ISSN: 1999-4893.
Detail

SMOLINSKY, R.; HIADLOVSKÁ, Z.; MARŠALA, Š.; ŠKRABÁNEK, P.; ŠKROBÁNEK, M.; MARTÍNKOVÁ, N. High predation risk decimates survival during the reproduction season. Ecology and Evolution, 2022, vol. 12, no. 10, p. 1-12. ISSN: 2045-7758.
Detail

ŠEDA, M. Steiner Tree Problem in Graphs and Mixed Integer Linear Programming-Based Approach in GAMS. WSEAS Transactions on Computers, 2022, vol. 21, no. July, p. 257-262. ISSN: 1109-2750.
Detail

BAIRD, S.; PETRUŽELA, J.; IZAR, J.; ŠKRABÁNEK, P.; MARTÍNKOVÁ, N. Genome polarisation for detecting barriers to geneflow. Methods in Ecology and Evolution, 2022, vol. n/a, no. n/a, p. 1-17. ISSN: 2041-210X.
Detail

BRÁZDA, V.; KOLOMAZNÍK, J.; MERGNY, J.; ŠŤASTNÝ, J. G4Killer web application: a tool to design G-quadruplex mutations. BIOINFORMATICS, 2020, vol. 36, no. 10, p. 3246-3247. ISSN: 1367-4803.
Detail

ŠOUSTEK, P.; MATOUŠEK, R.; DVOŘÁK, J.; MAŇÁKOVÁ, L. Explanation and Speedup Comparison of Advanced Path-planning Algorithms Presented on Two-dimensional Grid. Mendel Journal series, 2022, vol. 28, no. 2, p. 97-107. ISSN: 1803-3814.
Detail

MATOUŠEK, R.; ŠVARC, I. A Note on the Frequency Characteristics of Discrete Systems in the Complex Plane. In 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE Xplore. Maldives: IEEE, 2022. p. 1-4. ISBN: 978-1-6654-7095-7.
Detail

HŮLKA, T.; MATOUŠEK, R.; LOZI, R. Stabilization of Higher Periodic Orbits of Chaotic maps using Permutation-selective Objective Function. In 2022 IEEE Workshop on Complexity in Engineering (COMPENG). IEEE Xplore. Florence, Italy: IEEE, 2022. p. 1-5. ISBN: 978-1-7281-7124-1.
Detail

MÜLLER, J. Improving Initial Aerofoil Geometry Using Aerofoil Particle Swarm Optimisation. Mendel Journal series, 2022, vol. 28, no. 1, p. 63-67. ISSN: 1803-3814.
Detail

ŠEDA, M. Integer Programming Approach to Graph Colouring Problem and Its Implementation in GAMS. WSEAS Transactions on Systems, 2023, vol. 22, no. May, p. 532-537. ISSN: 1790-2769.
Detail

ŠEDA, M. The Maximum Clique Problem and Integer Programming Models, Their Modifications, Complexity and Implementation. Symmetry, 2023, vol. 15, no. 11, p. 1-16. ISSN: 2073-8994.
Detail

KŮDELA, J.; SUJA, J.; ŠOMPLÁK, R.; PLUSKAL, J.; HRABEC, D. Optimal control of combined heat and power station operation. OPTIMIZATION AND ENGINEERING, 2023, vol. 1, no. 1, p. 1-25. ISSN: 1389-4420.
Detail

ŠKRABÁNEK, P.; MARTÍNKOVÁ, N.: fuzzyreg; fuzzyreg: Fuzzy Linear Regression. https://cran.r-project.org/web/packages/fuzzyreg/index.html. URL: https://cran.r-project.org/web/packages/fuzzyreg/index.html. (software)
Detail