Redefining Multimodal Microscopic Traffic Modeling with Information‐Theoretic Influence Areas and Self‐Supervised Learning
Physica A: Statistical Mechanics and its Applications, 682, Article 131151
Publications
A multi-agent reinforcement learning framework for integrated traffic signal control and dynamic bus lane access management
Transportation Research Part C: Emerging Technologies
From Travel Times to Lane-Based Hourly Traffic Flow: An Explainable Machine Learning Framework
Data Science for Transportation 7, 18, 2025
Reinforcement Learning control in complex freeway weaving sections under mixed traffic and platoon formation
Transportation Letters: the International Journal of Transportation Research, 2025
Revisiting the Non-recurrent Traffic Incident Identification Problem for Real-Time Applications Using Theory-Aware Unsupervised Learning
Data Science for Transportation, 7(2), 12, 2025
Quantum neural networks with data re-uploading for urban traffic time series forecasting
Scientific Reports, 15(1), 19400, 2025
Mixed traffic microscopic interactions modelling in shared space using machine learning
Advances in Transportation Studies 65, 2025
Leveraging multisource data for οff-street parking occupancy prediction: A twofold analysis
International Journal of Transportation Science and Technology, 2025
Predicting Demand and Supply in a Real-Time Traffic Management Framework
Transport Research Arena Conference, 356-362, 2025