Pavlo Radiuk - RankMe

38 papers C 4Journal 12Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Determining the criticality assessment of defects on wind turbine components detected by UAV sensors 351-362. IntelITSIS Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Andrii Lysyi, Anatoliy Sachenko
2025	—	`conf`	EMTKD at the edge: An adaptive multi-teacher knowledge distillation for robust cardiac MRI classification. doors Oleksandr Chaban, Eduard Manziuk, Olena Markevych, Sergi Petrovskyi, Pavlo Radiuk
2025	—	`conf`	Feature Computation Procedure for Fake News Detection: An LLM-Based Extraction Approach 112-124. IntelITSIS Andrii Shupta, Pavlo Radiuk, Iurii Krak
2025	—	`conf`	Intelligent information system for knowledge integration into artificial intelligence models. AdvAIT Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk, Elena Zaitseva, Olena Markevych
2025	J	`jnl`	Method of UAV Inspection of Photovoltaic Modules Using Thermal and RGB Data Fusion. CoRR Andrii Lysyi, Anatoliy Sachenko, Pavlo Radiuk, Mykola Lysyi, Oleksandr Melnychenko, Diana Zahorodnia
2025	J	`jnl`	Method of adaptive knowledge distillation from multi-teacher to student deep learning models. J. Edge Comput. Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk
2025	—	`ed.`	Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), Khmelnytskyi, Ukraine, November 7, 2025. ExplAI Tetiana Hovorushchenko, Oleksander Barmak, Abdel-Badeeh M. Salem, Pavlo Radiuk
2025	J	`jnl`	Unsupervised Knowledge Extraction of Distinctive Landmarks from Earth Imagery Using Deep Feature Outliers for Robust UAV Geo-Localization. Mach. Learn. Knowl. Extr. Zakhar Ostrovskyi, Oleksander Barmak, Pavlo Radiuk, Iurii Krak
2025	—	`conf`	Verifiable by construction: Evidence-anchored LLMs for explainable fake news detection. ExplAI Andrii Shupta, Pavlo Radiuk, Miroslav Kvassay, Piotr Gaj
2025	J	`jnl`	YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components. CoRR Serhii Svystun, Pavlo Radiuk, Oleksandr Melnychenko, Oleg Savenko, Anatoliy Sachenko
2024	J	`jnl`	Distributed Intelligent System Architecture for UAV-Assisted Monitoring of Wind Energy Infrastructure. CoRR Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Andrii Lysyi
2024	—	`conf`	Distributed intelligent system architecture for UAV-Assisted monitoring of wind energy infrastructure. AdvAIT Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Andrii Lysyi
2024	J	`jnl`	Dynamic Trajectory Adaptation for Efficient UAV Inspections of Wind Energy Units. CoRR Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko, Andrii Lysyi
2024	—	`conf`	ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System. ICyberPhyS Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak
2024	—	`conf`	Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. ProfIT AI Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak
2024	—	`conf`	Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images. ISDMCI (1) Eduard Manziuk, Olexander Barmak, Iurii Krak, Nataliia Petliak, Zhenzhen Jin, Pavlo Radiuk
2024	J	`jnl`	Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence. CoRR Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak, Sergiy Yakovlev
2024	J	`jnl`	Intelligent Integrated System for Fruit Detection Using Multi-UAV Imaging and Deep Learning. Sensors Oleksandr Melnychenko, Lukasz Scislo, Oleg Savenko, Anatoliy Sachenko, Pavlo Radiuk
2024	J	`jnl`	Multi-Stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis. CoRR Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak, Iurii Krak
2024	—	`conf`	Multi-stage Segmentation and Cascade Classification Methods for Improving Cardiac MRI Analysis. IT&I Vitalii Slobodzian, Pavlo Radiuk, Oleksander Barmak, Iurii Krak
2024	—	`conf`	Precision Slicing for Enhanced Defect Detection in High-Resolution Wind Turbine Blade Imagery. ICyberPhyS Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko
2024	—	`conf`	Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. ProfIT AI Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak
2024	J	`jnl`	Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection. CoRR Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko, Andrii Lysyi
2024	J	`jnl`	Toward explainable deep learning in healthcare through transition matrix and user-friendly features. Frontiers Artif. Intell. Oleksander Barmak, Iurii Krak, Sergiy Yakovlev, Eduard Manziuk, Pavlo Radiuk, Vladislav A. Kuznetsov
2023	—	`conf`	A Novel Feature Vector for ECG Classification using Deep Learning. IntelITSIS Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergi Petrovskyi, Iurii Krak
2023	—	`conf`	Apple Detection with Occlusions Using Modified YOLOv5-v1. IDAACS Oleksandr Melnychenko, Oleg Savenko, Pavlo Radiuk
2023	C	`conf`	Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur. IDDM Vitalii Slobodzian, Pavlo Radiuk, Anastasiia Zingailo, Olexander Barmak, Iurii Krak
2023	C	`conf`	Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge. IDDM Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak
2022	—	`conf`	An Ensemble Machine Learning Approach for Twitter Sentiment Analysis. COLINS Pavlo Radiuk, Olga Pavlova, Nadiia Hrypynska
2022	—	`conf`	Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. ISDMCI Iurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa E. Azarova, Olexander Barmak, Pavlo Radiuk
2022	—	`conf`	Convolutional Neural Network for Parking Slots Detection. IntelITSIS Pavlo Radiuk, Olga Pavlova, Houda El Bouhissi, Volodymyr Avsiyevych, Volodymyr Kovalenko
2022	C	`conf`	Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. IDDM Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak
2022	—	`conf`	Method of Facial Geometric Feature Representation for Information Security Systems. IntelITSIS Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wójcik, Pavlo Radiuk
2021	—	`conf`	Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. IntelITSIS Iurii Krak, Olexander Barmak, Pavlo Radiuk
2020	—	`conf`	A Framework for Exploring and Modelling Neural Architecture Search Methods. COLINS Pavlo Radiuk, Nadiia Hrypynska
2020	J	`jnl`	Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography. Appl. Comput. Syst. Pavlo Radiuk
2020	—	`conf`	Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification. IntelITSIS Pavlo Radiuk, Hakan Kutucu
2020	C	`conf`	Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. IDDM Iurii Krak, Olexander Barmak, Pavlo Radiuk