Automated Vehicle Traffic: A Review of Operational Challenges, Infrastructure Requirements and Research Directions
E. Mantouka, K. Vakrinou, K. Christidis, B. Magoutas, A. Kious, & E. Vlahogianni
Sensors, 26(4), 1232. 2026
Agent-based simulation model of micro-mobility trips in heterogeneous and perceived unsafe road environments
P. Tzouras, L. Mitropoulos, C. Karolemeas, E. Stravropoulou, ...
Journal of Cycling and Micromobility Research 2, 100042, 2024
Deep reinforcement learning for personalized driving recommendations to mitigate aggressiveness and riskiness: Modeling and impact assessment
E. Mantouka, E. Vlahogianni
Transportation Research Part C: Emerging Technologies 142, 103770, 2022
Smartphone sensing for understanding driving behavior: Current practice and challenges
E. Mantouka, E. Barmpounakis, E. Vlahogianni & J. Golias
International journal of transportation science and technology, 10(3), 266-282., 2021
Temporal analysis of driving efficiency using smartphone data
D. Tselentis, E. Vlahogianni, G. Yannis
Accident Analysis & Prevention 154, 106081, 2021
Identifying driving safety profiles from smartphone data using unsupervised learning
E. Mantouka, E. Barmpounakis, E. Vlahogianni
Safety Science 119, 84-90, 2019