JG
Juraj Gazda
cs.LGcs.ROquant-phcs.AIcs.NIartificial intelligenceClassification performancecovert hepatic encephalopathycs.CVcs.DC
On Valency
published · living versionsW_gmmrc3s2·v1 · currentpublished
Hardware-Aware Design and Layout Selection in Quantum Reservoir Computing for Insurance Claims Forecasting
with Renáta Rusnáková, Eugen Šlapak, Gaurav K. Pandey
1 version
Preprints & journals
13 papers in the corpus · 2015–2026A Strong Linear Baseline for Whole-Heart Cardiac Shape Completion on CT, with an Open Eleven-Structure Statistical Shape Model2608.19932v1 · Matej Gazda, Jakub Gazda, Juraj Gazda et al.2026 · 0 citationsarXiv
Multi-Agent Route Planning as a QUBO Problem2602.07913v2 · Ren'ata Rusn'akov'a, Martin Chovanec, Juraj Gazda2026 · 0 citationsarXiv
Quantum Annealing for Realistic Traffic Flow Optimization: Clustering and Data-Driven QUBO2510.06053v5 · Ren'ata Rusn'akov'a, Martin Chovanec, Juraj Gazda2025 · 0 citationsarXiv
Minimum Bisection Problem: Machine Learning-Based Penalty Parameter Tuning for Optimization on Quantum Annealers2509.19005v2 · Ren'ata Rusn'akov'a, Martin Chovanec, Juraj Gazda2025 · 0 citationsarXiv
Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse2411.11857v5 · Mat'us Dopiriak, Eugen Slapak, Juraj Gazda et al.2024 · 0 citationsarXiv
3CSim: CARLA Corner Case Simulation for Control Assessment in Autonomous Driving2409.10524v1 · Mat'us C'avojsk'y, Eugen Slapak, Mat'us Dopiriak et al.2024 · 4 citationsarXiv
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving2402.14642v1 · Eugen Slapak, Mat'us Dopiriak, Mohammad Abdullah Al Faruque et al.2024 · 2 citationsarXiv
Features extraction from multi-spectral remote sensing images based on multi-threshold binarization.37951999 · Rusyn, Bohdan, Lutsyk, Oleksiy, Kosarevych, Rostyslav et al.2023 · 28 citationsScientific reports. 2023;13(1):19655
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases2308.07118v2 · Eugen Slapak, Enric Pardo, Mat'us Dopiriak et al.2023 · 23 citationsarXiv
Spatial point patterns generation on remote sensing data using convolutional neural networks with further statistical analysis.35995847 · Kosarevych, Rostyslav, Lutsyk, Oleksiy, Rusyn, Bohdan et al.2022 · 8 citationsScientific reports. 2022;12(1):14341
Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle-based network coverage optimization2203.13607v1 · Marek Ruzicka, Marcel Volosin, Juraj Gazda et al.2022 · 9 citationsarXiv
Artificial Intelligence and Its Application to Minimal Hepatic Encephalopathy Diagnosis.34834442 · Gazda, Jakub, Drotar, Peter, Drazilova, Sylvia et al.2021 · 12 citationsJournal of personalized medicine. 2021;11(11)
An experimental comparison of feature selection methods on two-class biomedical datasets.26327447 · Drotár, P, Gazda, J, Smékal, Z2016 · 92 citationsComputers in biology and medicine. 2015;66:1-10
Career total: 131 works. 13 are in this corpus.
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