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Publications

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2024

M. Čavojský, M. Hasin, G. Bugár

An Analytical Framework for Data Collection and Analysis in IP Network

Journal: Acta Electrotechnica et Informatica.

M. Čavojský, G. Bugár, T. Kormaník, M. Hasin

Exploring the Capabilities and Possible Applications of Large Language Models for Education

Journal: ICETA 2023

M. Harahus, M. Čavojský, G. Bugár, M. Pleva

Interactive Network Learning: An Assessment of EVE-NG Platform in Educational Settings

Journal: Acta Electrotechnica et Informatica.

2023

R. Rauch

Accelerating Computer Vision Tasks via Vehicular Edge Computing

Journal: 23rd Scientific Conference of Young Researchers

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 & Biology Society (EMBC)

M. Hireš

Assessing the automated cross-dataset classification of Parkinson's disease from voice

Journal: 23rd Scientific Conference of Young Researchers

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

Bankruptcy prediction using ensemble of autoencoders optimized by genetic algorithm

Journal: PeerJ. Computer science.

T. Maksymyuk, J. Gazda, G. Bugár, V. Gazda, M. Liyanage, M. Dohler

Blockchain-Empowered Service Management for the Decentralized Metaverse of Things

Journal: IEEE Access

M. Vološin, E. Šlapak, Z. Bečvář, T. Maksymyuk, A. Petík, M. Liyanage, J. Gazda

Blockchain-based route selection with allocation of radio and computing resources for connected autonomous vehicles

Journal: IEEE transactions on intelligent transportation systems.

M. Ružička, M. Dopiriak

Clustering Using Conditional Generative Adversarial Networks (cGANs)

Journal: Radioelektronika 2023.

M. Čavojský, G. Bugár, D. Levický

Comparative analysis of feed-forward and rnn models for intrusion detection in data network security with unsw-nb15 dataset

Journal: Radioelektronika 2023

Q. C. Ngo, M. A. Motin, N. D. Pah, P. Drotár, P. Kempster, D. Kumar

Computerized analysis of speech and voice for parkinson's disease: a systematic review

Journal: Computer Methods and Programs in Biomedicine

M. Dopiriak

Controllable and Photorealistic Scenes Using NeRFs

Journal: 23rd Scientific Conference of Young Researchers

M. Ružička, Z. Bečvář, J. Gazda

Energy Consumption Optimization for UAV Base Stations With Wind Compensation

Journal: IEEE Communications Letters.

M. Gazda, M. Hireš, P. Drotár

Ensemble of convolutional neural networks for Parkinson’s disease diagnosis from offline handwriting

Journal: The 20th Conference of the International Graphonomics Society.

D. J. Hreško, M. Kurej, J. Gazda, P. Drotár

Ensembled autoencoder regularization for multi-structure segmentation for kidney cancer treatment

Journal: Lesion Segmentation in Surgical and Diagnostic Applications

P. Bugata, P. Drotár

Feature selection based on a sparse neural-network layer with normalizing constraints

Journal: IEEE Transactions on Cybernetics.

M. Ružička

Learning turbulent flows with neural network

Journal: 23rd Scientific Conference of Young Researchers

M. Kubák, P. Nemec, R. Štefko, M. Vološin

On competition and transparency in public procurement during the COVID-19 pandemic in the European Union

Journal: E + M. Ekonomie a management = E&M Economics and Management.

M. Hireš, P. Drotár, N. D. Pah, Q. C. Ngo, D. K. Kumar

On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice

Journal: International Journal of Medical Informatics

D. J. Hreško, J. Vereb, V. Krigovsky, M. Gayová, P. Drotár

Refined mixup augmentation for diabetic foot ulcer segmentation

Journal: Diabetic Foot Ulcers Grand Challenge

E. Vorontsov, P. Molchanov, M. Gazda, C. Beckham, J. Kautz, S. Kadoury

Towards annotation-efficient segmentation via image-to-image translation

Journal: Medical Image Analysis

M. Hireš, M. Gazda, L. Vavrek, P. Drotár

Voice-specific augmentations for Parkinson’s disease detection using deep convolutional neural network

Journal: SAMI 2022

2022

T. Maksymyuk, J. Gazda, M. Liyanage, H. Longzhe, B. Shubyn, B. Strykhaliuk, O. Yaremko, M. Jo, M. Dohler

Ai-enabled blockchain framework for dynamic spectrum management in multi-operator 6g networks

Journal: Future Intent-based networking.

T. Maksymyuk, M. Vološin, J. Gazda, M. Liyanage

Blockchain-based decentralized service provisioning in local 6g mobile networks

Journal: The 19th ACM Conference on Embedded Networked Sensor Systems