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ORCIDMartin Kotyrba
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2020 – today
- 2023
[j14]Martin Kotyrba, Hashim Habiballa
, Eva Volná, Robert Jarusek, Pavel Smolka, Martin Prasek, Marek Malina, Vladena Jaremova:
Proposal of neural network model for neurocognitive rehabilitation and its comparison with fuzzy expert system model. BMC Medical Informatics Decis. Mak. 23(1): 221 (2023)- [j13]Adam Barton, Eva Volná, Martin Kotyrba, Robert Jarusek:
Proposal of a Control Algorithm for Multiagent Cooperation Using Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(4): 2016-2027 (2023) - 2022
- [j12]Martin Kotyrba, Eva Volná, Hashim Habiballa, Josef Czyz:
The Influence of Genetic Algorithms on Learning Possibilities of Artificial Neural Networks. Comput. 11(5): 70 (2022) - [j11]Robert Jarusek, Eva Volná, Martin Kotyrba:
FOREX rate prediction improved by Elliott waves patterns based on neural networks. Neural Networks 145: 342-355 (2022) - [c26]Stefan Svetsky, Oliver Moravcik, Dariusz Mikulowski, Péter Galambos, Martin Kotyrba:
Experience with an Interdisciplinary Approach to Removing Barriers Related to IT Personalized Support for Teachers in the Creation and Transmission of Educational Content. ICL (1) 2022: 680-691 - 2021
- [j10]Eva Volná, Robert Jarusek, Martin Kotyrba, Jaroslav Zácek:
Training set fuzzification based on histogram to increase the performance of a neural network. Appl. Math. Comput. 398: 125994 (2021) - [j9]Martin Kotyrba, Eva Volná, Robert Jarusek, Pavel Smolka:
The use of conventional clustering methods combined with SOM to increase the efficiency. Neural Comput. Appl. 33(23): 16519-16531 (2021) - 2020
- [c25]Eva Volná, Martin Kotyrba, Vladimír Bradác:
Soft Computing-Based Control System of Intelligent Robot Navigation. ACIIDS (2) 2020: 379-390
2010 – 2019
- 2019
- [j8]Robert Jarusek, Eva Volná, Martin Kotyrba:
Photomontage detection using steganography technique based on a neural network. Neural Networks 116: 150-165 (2019) - [c24]Michal Jaluvka, Eva Volná, Martin Kotyrba:
Motion Controlling Using Finite-State Automata. ACIIDS (2) 2019: 455-464 - 2018
- [j7]Robert Jarusek, Eva Volná, Martin Kotyrba:
Robust steganographic method based on unconventional approach of neural networks. Appl. Soft Comput. 67: 505-518 (2018) - [j6]Eva Volná, Martin Kotyrba, Zuzana Komínková Oplatková, Roman Senkerik:
Elliott waves classification by means of neural and pseudo neural networks. Soft Comput. 22(6): 1803-1813 (2018) - [j5]Adam Barton, Eva Volná, Martin Kotyrba:
Control of autonomous robot behavior using data filtering through adaptive resonance theory. Vietnam. J. Comput. Sci. 5(2): 85-94 (2018) - [c23]Eva Volná, Martin Kotyrba:
Pathfinding in a Dynamically Changing Environment. ACIIDS (2) 2018: 265-274 - [c22]Martin Kotyrba, Eva Volná, Jakub Gaj:
Saturated Flow Method for Traffic Optimization in Ostrava City. ICISA 2018: 377-387 - [c21]Jan Konvicka, Martin Kotyrba, Eva Volná, Hashim Habiballa, Vladimír Bradác:
Adaptive Control of EV3 Robot Using Mobile Devices and Fuzzy Logic. ICISA 2018: 389-399 - 2017
- [j4]Eva Volná, Martin Kotyrba:
Enhanced ensemble-based classifier with boosting for pattern recognition. Appl. Math. Comput. 310: 1-14 (2017) - [c20]Adam Barton, Eva Volná, Martin Kotyrba:
Big Data Filtering Through Adaptive Resonance Theory. ACIIDS (2) 2017: 382-391 - [c19]Adam Barton, Eva Volná, Martin Kotyrba:
The Application Perspective of Izhikevich Spiking Neural Model - The Initial Experimental Study. MENDEL 2017: 223-232 - 2015
- [j3]Michal Janosek, Eva Volná, Martin Kotyrba:
Knowledge discovery in dynamic data using neural networks. Clust. Comput. 18(4): 1411-1421 (2015) - [j2]Martin Kotyrba, Eva Volná, Petr Bujok:
Unconventional modelling of complex system via cellular automata and differential evolution. Swarm Evol. Comput. 25: 52-62 (2015) - [c18]Eva Volná, Martin Kotyrba, Martin Zácek, Adam Barton:
Emergence Of An Autonomous Robot's Behaviour. ECMS 2015: 462-468 - [c17]Eva Volná, Martin Kotyrba, Vaclav Kocian:
Input Filters Implementing Diversity in Ensemble of Neural Networks. HAIS 2015: 307-318 - [c16]Robert Jarusek, Eva Volná, Martin Kotyrba:
Neural Network Approach to Image Steganography Techniques. MENDEL 2015: 317-327 - 2014
- [c15]Robert Jarusek, Eva Volná, Alexej Kolcun, Martin Kotyrba:
Hybrid Intelligent System for Point Localization. CSOC 2014: 93-103 - [c14]Eva Volná, Martin Kotyrba:
A Comparative Study To Evolutionary Algorithms. ECMS 2014: 340-345 - [c13]Martin Kotyrba, Eva Volná, Zuzana Komínková Oplatková:
Comparison Of Modern Clustering Algorithms For Two-Dimensional Data. ECMS 2014: 346-351 - [c12]Eva Volná, Vaclav Kocian, Martin Kotyrba:
Boosting of Neural Networks over MNIST Data. IJCCI (NCTA) 2014: 256-263 - 2013
- [j1]Eva Volná, Martin Kotyrba, Robert Jarusek:
Multi-classifier based on Elliott wave's recognition. Comput. Math. Appl. 66(2): 213-225 (2013) - [c11]Martin Kotyrba, Eva Volná, Michal Janosek, Hashim Habiballa, David Brazina:
Methodology For Elliott Waves Pattern Recognition. ECMS 2013: 349-354 - [c10]Hashim Habiballa, Eva Volná, Michal Janosek, Martin Kotyrba:
Modelling And Reasoning With Fuzzy Logic Redundant Knowledge Bases. ECMS 2013: 361-366 - [c9]Michal Janosek, Vaclav Kocian, Eva Volná, Martin Kotyrba, Hashim Habiballa:
Predator-Prey Simulation's Parameters And Leverage Points. ECMS 2013: 367-371 - [c8]Eva Volná, Martin Kotyrba:
Vision system for licence plate recognition based on neural networks. HIS 2013: 140-143 - 2012
- [c7]Martin Kotyrba, Eva Volná, David Brazina, Robert Jarusek:
Elliott Waves Recognition Via Neural Networks. ECMS 2012: 361-366 - [c6]David Brazina, Martin Kotyrba, Eva Volná:
Simulation Of Surfaces Microroughness By Means Of Polygonal Representation. ECMS 2012: 367-372 - [c5]Eva Volná, Martin Kotyrba, Vaclav Kocian, Michal Janosek:
Cryptography Based On Neural Network. ECMS 2012: 386-391 - [c4]Eva Volná, Martin Kotyrba, Robert Jarusek:
Prediction by Means of Elliott Waves Recognition. NOSTRADAMUS 2012: 241-250 - [c3]Eva Volná, Michal Janosek, Martin Kotyrba, Vaclav Kocian:
Pattern Recognition Algorithm Optimization. NOSTRADAMUS 2012: 251-260 - [c2]Eva Volná, Michal Janosek, Vaclav Kocian, Martin Kotyrba:
Smart Time Series Prediction. SOCO 2012: 211-220 - 2011
- [c1]Martin Kotyrba, Zuzana Oplatková, Eva Volná, Roman Senkerik, Vaclav Kocian, Michal Janosek:
Time Series Pattern Recognition via SoftComputing. 3PGCIC 2011: 384-389
Coauthor Index
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