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Pavlo Radiuk

Observed names: P. RADIUK, P.M. Radiuk, PAVLO RADIUK, Pavlo M. Radiuk, Pavlo Padiuk, Radiuk, Pavlo, Radiuk, Pavlo M., Павел Михайлович Радюк, Павло РАДЮК
Observed institution: Khmelnytskyi National University
ORCID: 0000-0003-3609-112X
Observed ORCID: 0000-0003-3609-112X
OpenAlex ID: A5051259237
Impact of Training Set Batch Size on the Performance of Convolutional Neural Networks for Diverse Datasets
2017 · Pavlo M. Radiuk · Information Technology and Management Science · 243
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Intelligent Integrated System for Fruit Detection Using Multi-UAV Imaging and Deep Learning
2024 · Oleksandr Melnychenko, Lukasz Scislo, et al. · Sensors · 55
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Facial Emotion Recognition for Photo and Video Surveillance Based on Machine Learning and Visual Analytics
2023 · Oleg Kalyta, Olexander Barmak, et al. · Applied Sciences · 35
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Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography
2020 · Pavlo Radiuk · Applied Computer Systems · 26
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Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
2024 · Pavlo Radiuk, Olexander Barmak, et al. · Mathematics · 23
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Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning
2025 · Oleksii Kovalchuk, Oleksandr Barmak, et al. · Technologies · 22
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Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving
2022 · Iurii Krak, Vladyslav Kuznetsov, et al. · Lecture notes on data engineering and communications technologies · 18
Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection
2025 · Serhii Svystun, Oleksandr Melnychenko, et al. · International Journal of Computing · 17
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DyTAM: Accelerating Wind Turbine Inspections with Dynamic UAV Trajectory Adaptation
2025 · Serhii Svystun, Lukasz Scislo, et al. · Energies · 16
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Toward explainable deep learning in healthcare through transition matrix and user-friendly features
2024 · Oleksander Barmak, Iurii Krak, et al. · Frontiers in Artificial Intelligence · 15
Apple Detection with Occlusions Using Modified YOLOv5-v1
2023 · Oleksandr Melnychenko, Oleg Savenko, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 14
An Approach to Early Diagnosis of Pneumonia on Individual Radiographs based on the CNN Information Technology
2021 · Pavlo Radiuk, Olexander Barmak, et al. · The Open Bioinformatics Journal · 12
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An Approach to Accelerate the Training of Convolutional Neural Networks by Tuning the Hyperparameters of Learning
2020 · P. RADIUK · Computer Systems and Information Technologies · 8
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Hierarchical Deep Learning Model for Identifying Similar Targets in UAV Imagery
2025 · Dmytro Borovyk, Oleksander Barmak, et al. · Drones · 7
Criticality Assessment of Wind Turbine Defects via Multispectral UAV Fusion and Fuzzy Logic
2025 · Pavlo Radiuk, Bohdan Rusyn, et al. · Energies · 7
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Enhanced fire hazard detection in solar power plants: an integrated UAV, AI, and SCADA-based approach
2025 · Andrii Lysyi, Anatoliy Sachenko, et al. · RADIOELECTRONIC AND COMPUTER SYSTEMS · 7
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A Framework for Exploring and Modelling Neural Architecture Search Methods
2020 · Pavlo Radiuk, Nadiia Hrypynska · Electronic Archive Khmelnitskiy National University (Khmelnitskiy National University) · 7
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Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis
2024 · Slobodzian, Vitalii, Radiuk, Pavlo, et al. · arXiv (Cornell University) · 6
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Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification.
2020 · Pavlo Radiuk, Hakan Kutucu · Electronic Archive of the National University "Odessa Law Academy" (Scientific Library of the Odessa Law Academy) · 6
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Method of UAV-based inspection of photovoltaic modules using thermal and RGB data fusion
2025 · Andrii Lysyi, Anatoliy Sachenko, et al. · RADIOELECTRONIC AND COMPUTER SYSTEMS · 5
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YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components
2025 · Serhii Svystun, Pavlo Radiuk, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 5
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Method of adaptive knowledge distillation from multi-teacher to student deep learning models
2025 · Oleksandr Chaban, Eduard Manziuk, et al. · Journal of Edge Computing · 5
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Web-based Information Technology for Classifying and Interpreting Early Pneumonia Based on Fine-tuned Convolutional Neural Network
2021 · PAVLO RADIUK, OLEXANDER BARMAK · Computer Systems and Information Technologies · 5
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Dynamic Trajectory Adaptation for Efficient UAV Inspections of Wind Energy Units
2024 · Serhii Svystun, Oleksandr Melnychenko, et al. · International Conference on Dependable Systems, Services and Technologies (DESSERT) · 4
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Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images
2024 · Eduard Manziuk, Olexander Barmak, et al. · Lecture notes on data engineering and communications technologies · 4
Works count: 73
Citation count: 601
H-index: 12
I10-index: 12
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