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 3 of 49 publications
Topography-Aware Deep Reinforcement Learning with Contextual Reward Engineering for Sustainable and Efficient Urban Traffic Control
Future Transportation 6(2), 82Traffic ControlReinforcement LearningSustainabilitySimulation
AI-Driven Traffic Signal Control System to Reduce CO2 Emissions
YAISD-WS 2025 · CEUR Workshop Proceedings 3974Traffic ControlReinforcement LearningSustainabilitySimulation
Establishing Patterns of the Urban Transport Flows on Clustering Analysis
YAISD-WS 2025 · CEUR Workshop Proceedings 3974Traffic AnalysisClusteringUrban MobilitySustainability