Publications

Selected papers published in ISI journals

2023:

Authors	Title	Journal
M. Ružička, J. Gazda, Z. Bečvář	Energy Consumption Optimization for UAV Base Stations with Wind Compensation	IEEE Communications Letters
M. Vološin, E. Šlapak, Z. Becvar, T. Maksymyuk, A. Petík, M. Liyanage, J. Gazda	Blockchain-Based Route Selection With Allocation of Radio and Computing Resources for Connected Autonomous Vehicles	IEEE Transactions on Intelligent Transportation Systems

2022:

Authors	Title	Journal
J. Gazda, S. Drazilova, M. Gazda, M. Janicko, T. Koky, M. Macej, M. Carbone, P. Jarcuska	Treatment response to ursodeoxycholic acid in primary biliary cholangitis: A systematic review and meta-analysis	Digestive and Liver Disease
E. Vorontsov, P. Molchanov, M. Gazda, Ch. Beckham, J. Kautz, S. Kadoury	Towards annotation-efficient segmentation via image-to-image translation	Medical Image Analysis
Z. Galaz, P. Drotar, J. Mekyska, M. Gazda, J. Mucha, V. Zvoncak, Z. Smekal, M. Faundez-Zanuy, R. Castrillon, J. R. Orozco-Arroyave, S. Rapcsak, T. Kincses, L. Brabenec, I. Rektorova	Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset	Frontiers in Neuroinformatics
M. Hireš, M. Gazda, P. Drotár, N. D. Pah, M. A. Motin, D. K. Kumar	Convolutional neural network ensemble for Parkinson's disease detection from voice recordings	Computers in Biology and Medicine
T. Maksymyuk, J. Gazda, G. Bugár, V. Gazda, M. Liyanage, M. Dohler	Blockchain-Empowered Service Management for the Decentralized Metaverse of Things	IEEE Access
M. Ružička, M. Vološin, J. Gazda, T. Maksymyuk, L. Han, M. Dohler	Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle–based network coverage optimization	International Journal of Distributed Sensor Networks

2021:

Authors	Title	Journal
P. Gnip, L. Vokorokos, P. Drotár	Selective oversampling approach for strongly imbalanced data	PeerJ Computer Science
M. Gazda, M. Hireš, P. Drotár	Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting	IEEE Transactions on Systems, Man, and Cybernetics: Systems
E. Šlapak, J. Gazda, W. Guo, T. Maksymyuk, M. Dohler	Cost-Effective Resource Allocation for Multitier Mobile Edge Computing in 5G Mobile Networks	IEEE Access
T. Maksymyuk, E. Šlapak, G. Bugár, D. Horváth, J. Gazda	Intelligent framework for radio access network design	Wireless Networks
J. Gazda, P. Drotar, S. Drazilova, J. Gazda, M. Gazda, M. Janicko, P. Jarcuska	Artificial Intelligence and Its Application to Minimal Hepatic Encephalopathy Diagnosis	Journal of Personalized Medicine
M. Gazda, J. Plavka, J. Gazda, P. Drotár	Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification	IEEE Access
J. Gazda, M. Janicko, S. Drazilova, I. Grgurevic, T. Filipec Kanizaj, T. Koller, B. Bodorovska, M. Mijic, I. Mikolasevic, I. Knezevic Stromar, B. Kucinsky, M. Gazda, P. Jarcuska	External Validation of UDCA Response Score in Slovak and Croatian Patients with Primary Biliary Cholangitis	Canadian Journal of Gastroenterology and Hepatology
J. Plavka, M. Gazda	Generalized eigenproblem of interval max-min (fuzzy) matrices	Fuzzy Sets and Systems
M. Gazda, J. Plavka	Controllable and tolerable generalized eigenvectors of interval max-plus matrices	Kybernetika
N. Lutsiv, T. Maksymyuk, M. Beshley, O. Larviv, V. Andrushcak, A. Sachenko, L. Vokorokos, J. Gazda	Deep Semisupervised Learning-Based Network Anomaly Detection in Heterogenous Information Systems	Computers, Materials, and Continua

2020:

Authors	Title	Journal
P. Drotár, M. Dobeš	Dysgraphia detection through machine learning	Scientific Reports
T. Maksymyuk, E. Šlapak, G. Bugár, D. Horváth, J. Gazda	Intelligent framework for radio access network design	Wireless Networks
T. Maksymyuk, J. Gazda, M. Volosin, G. Bugar, D. Horvath, M. Klymash, M. Dohler	Blockchain-Empowered Framework for Decentralized Network Management in 6G	IEEE Communications Magazine
M. A. Khan, M. M. Jamali, T. Maksymyuk, J. Gazda	A Blockchain Token-Based Trading Model for Secondary Spectrum Markets in Future Generation Mobile Networks	Wireless Communications and Mobile Computing
P. Bugata, P. Drotar	On some aspects of minimum redundancy maximum relevance feature selection	Science China Information Sciences
M. Hireš, M. Molnárová, P. Drotár	Robustness of Interval Monge Matrices in Fuzzy Algebra	Mathematics

2019:

Authors	Title	Journal
G. Bugár, M. Vološin, T. Maksymyuk, J. Zausinová, V. Gazda, D. Horváth, J. Gazda	Techno-Economic Framework for Dynamic Operator Selection in a Multi-Tier Heterogeneous Network	Ad Hoc Networks
M. Zoričák, P. Gnip, P. Drotár, V. Gazda	Bankruptcy prediction for small- and medium-sized companies using severely imbalanced datasets	Economics Modelling
P. Drotár, M. Gazda, L. Vokorokos	Ensemble feature selection using election methods and ranker clustering	Information Sciences
P. Bugata, P. Drotár	Weighted nearest neighbors feature selection	Knowledge-Based Systems

2018:

Authors	Title	Journal
Z. Dankovičová, D. Sovák, P. Drotár, L. Vokorokos	Machine Learning Approach to Dysphonia Detection	Applied Sciences
J. Gazda, E. Šlapak, G. Bugár, D. Horváth, T. Maksymyuk, M. Jo	Unsupervised Learning Algorithm for Intelligent Coverage Planning and Performance Optimization of Multitier Heterogeneous Network	IEEE Access

2017:

Authors	Title	Journal
J. Gazda, P. Tóth, J. Zausinová, M. Vološin, V. Gazda	On the Interdependence of the Financial Market and Open Access Spectrum Market in the 5G Network	Symmetry
J. Gazda, G. Bugár, M. Vološin, P. Drotár, D. Horváth, V. Gazda	Dynamic spectrum leasing and retail pricing using an experimental economy	Computer Networks
D. Horvath, J. Gazda, B. Brutovsky	A new bio-inspired, population-level approach to the socioeconomic evolution of dynamic spectrum access services	International Journal of Modern Physics C

2016:

Authors	Title	Journal
J. Gazda, V. Kováč, P. Tóth, P. Drotár, V. Gazda	Tax optimization in an agent-based model of real-time spectrum secondary market	Telecommunication Systems
J. Pastirčák, L. Friga, V. Kováč, J. Gazda, V. Gazda	An Agent-Based Economy Model of Real-Time Secondary Market for the Cognitive Radio Networks	Journal of Network and Systems Management
P. Drotár, J. Mekyska, I. Rektorová, L. Masarová, Z. Smékal, M. Faundez-Zanuy	Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease	Artificial Intelligence in Medicine

2015:

Authors	Title	Journal
P. Drotár, J. Gazda, Z. Smékal	An experimental comparison of feature selection methods on two-class biomedical datasets	Computers in Biology and Medicine
P. Drotár, J. Mekyska, I. Rektorová, L. Masarová, Z. Smékal, M. Faundez-Zanuy	Decision Support Framework for Parkinson’s Disease Based on Novel Handwriting Markers	IEEE Transactions on Neural Systems and Rehabilitation Engineering

2014:

Authors	Title	Journal
P. Drotár, J. Mekyska, I. Rektorová, L. Masarová, Z. Smékal, M. Faundez-Zanuy	Analysis of in-air movement in handwriting: A novel marker for Parkinson's disease	Computer Methods and Programs in Biomedicine
Z. Kollár, J. Gazda, P. Horváth, L. Varga, D. Kocur	Iterative signal reconstruction of deliberately clipped SMT signals	Science China Information Sciences

2013:

Authors	Title	Journal
D. Horváth, V. Gazda, J. Gazda	Agent-based modeling of the cooperative spectrum management with insurance in cognitive radio networks	EURASIP Journal on Wireless Communications and Networking

2011:

Authors	Title	Journal
J. Gazda, M. Deumal, P. Bergada, P. Drotár, D. Kocur, P. Galajda	Iterative Suboptimal Maximum Likelihood Receiver for Nonlinearly Distorted SC-FDMA Symbols	Frequenz

2010:

Authors	Title	Journal
J. Gazda, P. Drotar, M. Deumal, P. Galajda, D. Kocur	Tone reservation for sfbc-ofdm with no spectral broadening	Frequenz
P. Drotar, J. Gazda, P. Galajda, D. Kocur, P. Pavelka	Receiver technique for iterative estimation and cancellation of nonlinear distortion in MIMO SFBC-OFDM systems	IEEE Transactions on Consumer Electronics

2009:

Authors	Title	Journal
J. Gazda, D. Kocur, P. Drotar, P. Galajda	Effects of spreading sequences on the performance of MC-CDMA system with nonlinear models of HPA	Radioengineering