Adrian Munteanu

Forecasting Traffic Progression in Terms of Semantically Interpretable States by Exploring Multiple Data Representations

2025 · IEEE Transactions on Intelligent Transportation Systems

In the rapidly evolving landscape of mobility modelling, the application of deep learning approaches introduces both opportunities and challenges. Such approaches, while powerful, yield opaque models that lack interpretability and adaptability to diverse traffic contexts. …