A paper titled “Machine Learning Insights on Driving Behaviour Dynamics among Germany, Belgium, and UK Drivers” authored by Stella Roussou, Thodoris Garefalakis, Eva Michelaraki, Tom Brijs and George Yannis, has been published in Sustainability. Two machine learning approaches, Long Short-term Memory Networks and Neural Networks were implemented. The findings revealed a significant positive impact of i-DREAMS’ real-time interventions and post-trip assessments on enhancing driving behaviour. Furthermore, it is worth noting that neural networks demonstrated superior performance compared to other algorithms considered within this research context.