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Publications

The Intelligent Information Systems Lab at the Technical University of Košice stands at the forefront of cutting-edge research in the field of information systems. Our dedicated team of researchers and scholars has contributed significantly to various domains, consistently pushing the boundaries of knowledge and technology. Our recent publications reflect the diverse and innovative nature of our work. Our publications are a testament to the lab’s commitment to excellence and its role in shaping the future of intelligent information systems. For a detailed exploration of our work, we invite you to delve into our published research.

2025

M. Čavojský, E. Šlapak, M. Dopiriak, G. Bugár, J. Gazda

3CSim: CARLA Corner Case Simulation for Control Assessment in Autonomous Driving

Journal: 2024 IEEE 8th International Conference on Information and Communication Technology.

P. Gnip, P. Drotár, R. Kanász, M. Zoričák

A Deep Ensemble Learning Approach for Imbalanced Data in Bankruptcy Prediction

Journal: 2025 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics Cifer 2025.

S. Javed, P. Mach, Z. Bečvář, J. Gazda

An Energy-Efficient Sleeping Strategy for Multi-Access Edge Computing

Journal: 2025 IEEE Wireless Communications and Networking Conference.

P. Gnip, R. Kanász, M. Zoričák, P. Drotár

An experimental survey of imbalanced learning algorithms for bankruptcy prediction

Journal: Artificial Intelligence Review

L. Bubeňková, E. Pietriková, M. Vološin

Clone Detection Techniques and Tools in Software Engineering

Journal: Informatics 2024

R. Rauch, Z. Bečvář, P. Mach, J. Gazda

Cooperative multi-agent deep reinforcement learning for dynamic task execution and resource allocation in vehicular edge computing

Journal: IEEE transactions on vehicular technology.

J. Gazda, P. Drotár, M. Hireš, S. Dražilová, M. Janičko, P. Jarčuška

Diagnostic potential of speech artificial intelligence analysis in minimal hepatic encephalopathy

Journal: Journal of Hepatology.

R. Rauch, J. Gazda

Distributed deep reinforcement learning via split computing for connected autonomous vehicles

Journal: Acta Electrotechnica et Informatica.

M. Gazda, J. Gazda, S. Kadoury, R. Kanász, P. Drotár

Echogan: extending the field of view in transthoracic echocardiography through conditional gan-based outpainting

Journal: Computer methods and programs in biomedicine.

P. Drotár, M. Hireš, P. Mésároš, J. Gazda, L. Vokorokos

Evaluating Dysgraphia Level Using Handwriting Dynamics

Journal: IEEE 12th International Joint Conference on Cybernetics and Computational Cybernetics, Cyber-Medical Systems

R. Rauch, J. Gazda, M. Levorato

Leveraging LSTM networks for adaptive deep learning in connected autonomous vehicles

Journal: 2025 IEEE Wireless Communications and Networking Conference.

A. Viola, J. B. Hauge, G. Bugár, D. Uckelmann, G. Romagnoli

Moving from the Internet of Things to the Industrial Metaverse: A Systematic Literature Review

Journal: 2024 IEEE International Conference on Engineering, Technology, and Innovation.

M. Imrich

Optimizing Wireless Robotics Using NeRF and RIS

Journal: 25th Scientific Conference of Young Researchers.

M. Ružička, M. Štancel, M. Imrich, D. Havrysh

Physics-informed neural networks for acoustic wave propagation

Journal: Proceedings of the International Conference on Formal Methods and Foundations of Artificial Intelligence.

M. Ružička

Prediction of Electromagnetic Signal Distribution Using Physics Informed Neural Nets

Journal: Physical and Technological Problems of Transmission, Processing and Storage of Information in Infocommunication Systems

R. Rusnáková, M. Chovanec, M. Harahus, J. Gazda

QUBO Formulation of the Shortest Path Algorithm and its Evaluation on a Quantum Annealer

Journal: 2025 IEEE 23rd World Symposium on Applied Machine Intelligence and Informatics

G. K. Pandey, D. S. Gurjar, S. Yadav, S. Solanki, J. Gazda, S. Chatzinotas

Secrecy Analysis and Optimization of UAV-Assisted Communications With Hybrid SWIPT and Cooperative Jamming

Journal: IEEE JOURNAL ON MINIATURIZATION FOR AIR AND SPACE SYSTEMS.

R. Rauch

Split Computing and Early Exiting for Computer Vision Tasks in Autonomous Vehicles

Journal: 25th Scientific Conference of Young Researchers.

C. Uličný, R. Rauch, J. Gazda, Z. Bečvář

Split computing in autonomous mobility for efficient semantic segmentation using transformers

Journal: 2025 IEEE Symposia on Computational Intelligence for Energy, Transport and Environmental Sustainability.

M. Dopiriak

Video Compression Using Radiance Fields for V2I Communication

Journal: 25th Scientific Conference of Young Researchers.

2024

D. J. Hreško, Q. C. Ngo, R. Ogrin, P. Drotár, E. Ekinci, A. N. Tint, D. K. Kumar

Application of stylegan architecture for generating venous leg ulcer images

Journal: 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2023).

D. J. Hreško, P. Drotár

BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation

Journal: IEEE Open Journal of Engineering in Medicine and Biology.

R. Kanász, P. Drotár, P. Gnip, M. Zoričák

Clash of titans on imbalanced data: TabNet vs XGBoost

Journal: 2024 IEEE Conference on Artificial Intelligence.

E. Šlapak, M. Dopiriak, M. A. A. faruque, J. Gazda, M. Levorato

Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving

Journal: 2024 IEEE International Conference on Smart Computing

M. Gazda, P. Drotár, L. V. Romaguera, S. Kadoury

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction

Journal: 2023 IEEE 20th International Symposium on Biomedical Imaging.