Hello, my name is Ján Magyar. I am an assistant professor at the Technical University of Kosice, at the Department of Cybernetics and Artificial Intelligence. My research focuses on reinforcement learning, adaptive intelligent systems and applications of deep learning.
Education
2017 – 2021
doctoral studies – Intelligent Systems
2015 – 2017
master’s degree – Computer Science
2012 – 2015
bachelor’s degree – Computer Science
Notable publications
Hliboký, Maroš, Ján Magyar, Marek Bundzel, Marek Malík, Martin Števík, Štefánia Vetešková, Anton Dzian, Martina Szabóová, and František Babič. “Artifact Detection in Lung Ultrasound: An Analytical Approach.” Electronics 12, no. 7 (2023): 1551.
Magyar, Ján, Peter Sinčák, Ivan Čík, Andrinandrasana David Rasamoelina, Cindy L. Bethel, Filippo Cavallo, and Ammar Hawbani. “Experimental Evaluation of Cloud-Based Facial Emotion Recognition Services.” Computing and Informatics 40, no. 6 (2021): 1295-1321.
Magyar, Ján, Masahiko Kobayashi, Shuichi Nishio, Peter Sinčák, and Hiroshi Ishiguro. “Autonomous robotic dialogue system with reinforcement learning for elderlies with dementia.” In 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), pp. 3416-3421. IEEE, 2019.
Teaching
Programming in Python (since 2019)
Reinforcement Learning (since 2021)
Programming in C# (since 2021)
Heuristic Optimization Processes (since 2021)
Deep Learning (on and off since 2019)