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
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
Investigating the impacts of the COVID-19 pandemic on Eco-driving behaviors Fafoutellis, P., Mantouka, E. G., Vlahogianni, E. I., & Fortsakis, P. Safety Science, 166, 106251, 2023 #Traffic Modeling, #driving behavior, #sustainable mobility, #profiling, #machine learning
A Deep Learning Framework For Modeling Pedestrian–Vehicle Interactions In Shared Space P Fafoutellis, EP Kampitakis, EI Vlahogianni 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023 #Traffic Modeling, #shared space, #data analysis, #complex interactions
Impact assessment in the era of multimodality and cooperation in transport Mantouka, E., Fafoutellis, P., Katzilieris, K., Vlahogianni, E., & Hoogendoorn-Lanser, S. Transportation Research Procedia 72, 3964-3971, 2023 #Transport Planning, #physical infrastructure, #impact assessment, #digital infrastructure, #data analysis
Understanding user perception and feelings for autonomous mobility on demand in the COVID-19 pandemic era Mantouka, E. G., Fafoutellis, P., Vlahogianni, E. I., & Oprea, G. M. Transportation Research Interdisciplinary Perspectives16, 100692, 2022 #Traffic Modeling, #mobility services, #autonomous vehicles, #data analysis, #stated preferences
Acceptability modeling of autonomous mobility on-demand services with on-board ride sharing using interpretable Machine Learning Fafoutellis, P., Mantouka, E. G., Vlahogianni, E. I., & Oprea, G. M. International Journal of Transportation Science and Technology11(4), 752-766, 2022 #Traffic Modeling, #mobility services, #autonomous vehicles, #machine learning, #explainability, #stated preferences
Acceptance of a Pay-How-You-Drive pricing scheme for city traffic: The case of Athens P Fafoutellis, EG Mantouka, EI Vlahogianni Transportation Research Part A: Policy and Practice 156, 270-284, 2022 #Traffic Modeling, #driving behavior, #stated preferences, #traffic control