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2020 – today
- 2024
[j2]Oleksandr Melnychenko, Lukasz Scislo
, Oleg Savenko, Anatoliy Sachenko, Pavlo Radiuk:
Intelligent Integrated System for Fruit Detection Using Multi-UAV Imaging and Deep Learning. Sensors 24(6): 1913 (2024)- [c17]Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko:
Precision Slicing for Enhanced Defect Detection in High-Resolution Wind Turbine Blade Imagery. ICyberPhyS 2024: 1-18 - [c16]Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak:
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System. ICyberPhyS 2024: 47-62 - [c15]Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak:
Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. ProfIT AI 2024: 185-199 - [c14]Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak:
Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. ProfIT AI 2024: 405-417 - [i2]Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Oleg Savenko, Anatoliy Sachenko, Andrii Lysyi:
Dynamic Trajectory Adaptation for Efficient UAV Inspections of Wind Energy Units. CoRR abs/2411.17534 (2024) - [i1]Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak, Sergiy Yakovlev:
Integration of Contextual Descriptors in Ontology Alignment for Enrichment of Semantic Correspondence. CoRR abs/2411.19113 (2024) - 2023
- [c13]Oleksandr Melnychenko, Oleg Savenko, Pavlo Radiuk:
Apple Detection with Occlusions Using Modified YOLOv5-v1. IDAACS 2023: 107-112 - [c12]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak:
Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge. IDDM 2023: 1-14 - [c11]Vitalii Slobodzian, Pavlo Radiuk, Anastasiia Zingailo, Olexander Barmak, Iurii Krak:
Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur. IDDM 2023: 77-91 - [c10]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergi Petrovskyi, Iurii Krak:
A Novel Feature Vector for ECG Classification using Deep Learning. IntelITSIS 2023: 227-238 - 2022
- [c9]Pavlo Radiuk, Olga Pavlova, Nadiia Hrypynska:
An Ensemble Machine Learning Approach for Twitter Sentiment Analysis. COLINS 2022: 387-397 - [c8]Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak:
Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. IDDM 2022: 9-20 - [c7]Pavlo Radiuk, Olga Pavlova, Houda El Bouhissi, Volodymyr Avsiyevych, Volodymyr Kovalenko:
Convolutional Neural Network for Parking Slots Detection. IntelITSIS 2022: 284-293 - [c6]Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wójcik, Pavlo Radiuk:
Method of Facial Geometric Feature Representation for Information Security Systems. IntelITSIS 2022: 319-328 - [c5]Iurii Krak, Vladyslav A. Kuznetsov, Serhii Kondratiuk, Larisa Azarova, Olexander Barmak, Pavlo Radiuk:
Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. ISDMCI 2022: 333-352 - 2021
- [c4]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. IntelITSIS 2021: 214-227 - 2020
- [j1]Pavlo Radiuk:
Applying 3D U-Net Architecture to the Task of Multi-Organ Segmentation in Computed Tomography. Appl. Comput. Syst. 25(1): 43-50 (2020) - [c3]Pavlo Radiuk, Nadiia Hrypynska:
A Framework for Exploring and Modelling Neural Architecture Search Methods. COLINS 2020: 1060-1074 - [c2]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. IDDM 2020: 11-21 - [c1]Pavlo Radiuk, Hakan Kutucu:
Heuristic Architecture Search Using Network Morphism for Chest X-Ray Classification. IntelITSIS 2020: 107-121
Coauthor Index
aka: Oleksander Barmak
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