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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.

2026

S. Hreško, M. Hireš, J. Staš, P. Drotár

A hierarchical coarse-to-fine whisper adaptation framework for ALS dysarthria severity estimation

Journal: 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

M. Štancel, M. Ružička, E. Chovancová, D. Hovanec

Autonomous Control System Simulation Using Image Segmentation

Journal: 29th IEEE International Conference on Intelligent Engineering Systems 2025

R. Rauch, M. Levorato, J. Gazda

Distributed processing of deep learning models for multi-sensor fusion

Journal: 2025 IEEE International Conference on Systems, Man, and Cybernetics

C. Uličný, R. Rauch, J. Gazda

Efficient multi-exit semantic segmentation via knowledge distillation and prediction recycling

Journal: IEEE 24th World Symposium on Applied Machine Intelligence and Informatics (SAMI)

W. Steingartner, S. Novotný, P. Gnip

Formálne jazyky a automaty

M. Dopiriak, M. Imrich, P. Drotár, L. Vokorokos, P. Mésároš, J. Gazda

Multi-Modal Radiance Fields in Robotics: A Survey

Journal: IEEE 13th International Joint Conference on Cybernetics and Computational Cybernetics, Cyber-Medical Systems

M. Ružička, M. Muzelak, J. Gazda, T. Škovránek

Signal Prediction Using U-Net CNN: Beyond Traditional RNN Approaches

Journal: IEEE Access

M. Ružička, M. Štancel

Synthesis of BPMN Models from Text Specification Using GPT Model

Journal: Acta Polytechnica Hungarica

B. Setlák, P. Drotár, M. Gazda

Utilization of diffusion models for noise reduction in ultrasound images

Journal: 2025 Fourteenth International Conference on Image Processing, Theory, Tools and Applications.

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

M. Hireš, P. Drotár

Augmented speech generalization in parkinson's disease detection

Journal: 2025 IEEE 38th International Symposium on Computer-Based Medical Systems.

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.

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.