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Publications

Research Publications

AI, computer vision and data security research by Oleksandr Melnychenko and Pavlo Radiuk. Method summaries, evaluation context and links to original publications.

All Publications
49Publications
25Journal Articles
22Conference Papers

All Publications

Found 5 of 49 publications
Journal Articles
2025DOI

Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning

Oleksii Kovalchuk, Oleksandr Barmak, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

Technologies 13(1), 34
ECGArrhythmiaExplainable AICNN+2
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Journal Articles
2025DOI

Hierarchical Deep Learning Model for Identifying Similar Targets in UAV Imagery

Dmytro Borovyk, Oleksander Barmak, Pavlo Radiuk, Iurii Krak

Drones 9(11), 743
UAVTarget IdentificationHierarchical LearningDeep Learning+1
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Conference Papers
2024

ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System

Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak

ICyberPhyS 2024
ECGArrhythmiaCNNIoT+2
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Conference Papers
2023

Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge

Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak

IDDM 2023
ECGR-peak DetectionDeep LearningDomain Knowledge+1
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Conference Papers
2022

Convolutional Neural Network for Parking Slots Detection

Pavlo Radiuk, Olga Pavlova, Houda El Bouhissi, Volodymyr Avsiyevych, Volodymyr Kovalenko

IntelITSIS 2022
Parking DetectionCNNComputer VisionSmart Cities+1
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Author profiles

Oleksandr Melnychenko

ORCIDScopus

Pavlo Radiuk

Google ScholarORCIDScopus