Unlocking the full potential of deep learning in traffic forecasting through road network representations: A critical review P Fafoutellis, EI Vlahogianni Data Science for Transportation 5 (3), 23, 2023 #Traffic Forecasting
The impacts of automated urban delivery and consolidation B Hu, W Ponweiser, A Ziakopoulos, J Roussou, A Chaudhry, ... Transportation Research Procedia 72, 2542-2549, 2023 #connected and automated mobility, #impact assessment, #logistics
Reinforcement Learning for Efficient Bus Priority Systems: Balancing Transit Efficiency and Traffic Impact E Kampitakis, K Katzilieris, EI Vlahogianni Data Science for Transportation 6 (2), 16, 2023 #Traffic Management, #reinforcement learning, #multimodality, #microscopic simulation, #intelligent transportation systems, #data analysis
A Causal Deep Learning Framework for Traffic Forecasting Fafoutellis, P., Laña, I., Del Ser, J., & Vlahogianni, E. I. 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 5047-5053, IEEE, 2023 #Traffic Forecasting
Effects of Driving Behavior on Fuel Consumption with Explainable Gradient Boosting Decision Trees Konstantinou, C., Fafoutellis, P., Mantouka, E. G., Chalkiadakis, C., Fortsakis, P., & Vlahogianni, E. I. 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023 #Transport Planning, #sustainable mobility, #machine learning, #driving behavior, #data analysis
A two-phase metaheuristic approach for the parcel locker location problem: First select then merge E Rodríguez-Esparza, E Kampitakis, AD Masegosa, E Onieva, ... 2023 8th International Conference on Models and Technologies for Intelligent …, 2023 #Transport Planning, #physical infrastructure, #optimization
Travel behavior shifts under extreme system-level disruptions C Gasparinatou, E Mantouka, EI Vlahogianni, AD Masegosa, L Serrano Transportation Research Procedia 72, 1420-1426, 2023 #Transport Planning, #mobility patterns, #physical infrastructure, #public transport, #transport infrastructure, #travel behavior
Empirical investigation of shared space traffic: A comparison to conventional urban road environment PG Tzouras, K Kepaptsoglou, EI Vlahogianni International Journal of Transportation Science and Technology 15, 122-135, 2023 #Transport Planning, #Traffic Modeling, #shared space, #complex interactions, #machine learning
Efficient Traffic Demand Forecasting Using A Meaningful Representation With Social Multiplex Networks and Community Detection Karakitsou, Eleftheria, Fafoutellis, Panagiotis, Vlahogianni, Eleni I. , 2023 #Traffic Forecasting