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 Publications49Publications
25Journal Articles
22Conference Papers
All Publications
Found 14 of 49 publications
A Method for Customer Review Sentiment Analysis Based on Hybrid Classification Models to Automate Feedback in IT Project Management
Measuring and Computing Devices in Technological Processes · 3, 487-496Sentiment AnalysisCustomer FeedbackHybrid ClassificationNLP
Automated Synthesis of Hierarchical Deep Learning Cascades for Identifying Visually Similar Objects in UAV Imagery
Technologies 14(6), 360Deep LearningHierarchical ClassificationUAVComputer Vision
Intelligent Information System for Knowledge Integration into Artificial Intelligence Models
AdvAIT 2025 · CEUR Workshop Proceedings 4163Medical ImagingKnowledge IntegrationCardiac MRIInteroperability
Verifiable by Construction: Evidence-Anchored LLMs for Explainable Fake News Detection
ExplAI 2025 · CEUR Workshop Proceedings 4141Fake NewsLLMExplainable AIEvidence Verification
Method for Interpreting Fake News Detection Results Using Large Language Model
Herald of Khmelnytskyi National University. Technical Sciences 359(6.2), 149-156Fake NewsExplainable AILLMHuman Review
EMTKD at the Edge: An Adaptive Multi-Teacher Knowledge Distillation for Robust Cardiac MRI Classification
doors 2025 · CEUR Workshop Proceedings 3943Knowledge DistillationCardiac MRIEdge ComputingDomain Adaptation
Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning
Technologies 13(1), 34ECGArrhythmiaExplainable AICNN+2
Thermal and RGB Images Work Better Together in Wind Turbine Damage Detection
International Journal of Computing 23(4), 526-535Wind TurbineThermal ImagingRGBImage Fusion+2
Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices
Mathematics 12(7), 1024Explainable AIVisual AnalyticsTransition MatricesDeep Learning+1
Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images
ISDMCI 2024Brain TumorMRIExplainable AIMedical Imaging+1
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System
ICyberPhyS 2024ECGArrhythmiaCNNIoT+2
A Novel Feature Vector for ECG Classification using Deep Learning
IntelITSIS 2023ECGFeature VectorDeep LearningClassification+1
Convolutional Neural Network for Parking Slots Detection
IntelITSIS 2022Parking DetectionCNNComputer VisionSmart Cities+1
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions
IntelITSIS 2021PneumoniaCT ScanDilated ConvolutionsMedical Imaging+1