Follow
Eleni Mantouka
Eleni Mantouka
PhD, Senior Researcher, Transportation Engineer NTUA
Verified email at central.ntua.gr
Title
Cited by
Cited by
Year
Identifying driving safety profiles from smartphone data using unsupervised learning
EG Mantouka, EN Barmpounakis, EI Vlahogianni
SAFETY SCIENCE 119, 84-90, 2019
106*2019
Eco-Driving and Its Impacts on Fuel Efficiency: An Overview of Technologies and Data-Driven Methods
P Fafoutellis, EG Mantouka, EI Vlahogianni
Sustainability 13 (226), 2021
642021
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
602021
Effects of controlling aggressive driving behavior on network-wide traffic flow and emissions
FK Adamidis, EG Mantouka, EI Vlahogianni
International journal of transportation science and technology 9 (3), 263-276, 2020
402020
Deep Reinforcement Learning for Personalized Driving Recommendations to Mitigate Aggressiveness and Riskiness: Modeling and Impact Assessment
EG Mantouka, EI Vlahogianni
Transportation Research Part C: Emerging Technologies 142, 103770, 2022
162022
Mobile Sensing and Machine Learning for Identifying Driving Safety Profiles
EG Mantouka, EN Barmpounakis, EI Vlahogianni
Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018
152018
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
132022
Gamification in mobile applications: The case of airports
EG Mantouka, EN Barmpounakis, CP Milioti, EI Vlahogianni
Journal of Intelligent Transportation Systems 23 (5), 417-426, 2019
132019
Deep survival analysis of searching for on-street parking in urban areas
EG Mantouka, P Fafoutellis, EI Vlahogianni
Transportation Research Part C: Emerging Technologies 128, 103173, 2021
122021
Major limitations and concerns regarding the integration of autonomous vehicles in urban transportation systems
P Fafoutellis, EG Mantouka
Data Analytics: Paving the Way to Sustainable Urban Mobility: Proceedings of …, 2019
122019
Understanding Travel Behavior through Travel Happiness
EG Mantouka, EI Vlahogianni, AE Papacharalampous, ...
Transportation Research Record 2673 (4), 889-897, 2019
102019
Understanding user perception and feelings for autonomous mobility on demand in the COVID-19 pandemic era
EG Mantouka, P Fafoutellis, EI Vlahogianni, GM Oprea
Transportation Research Interdisciplinary Perspectives 16, 100692, 2022
52022
Acceptability modeling of autonomous mobility on-demand services with on-board ride sharing using interpretable Machine Learning
P Fafoutellis, EG Mantouka, EI Vlahogianni, GM Oprea
International Journal of Transportation Science and Technology 11 (4), 752-766, 2022
52022
A User Acceptance Survey of Pay-How-You-Drive Urban Pricing Schemes
K Christovasili, E Mantouka, E Vlahogianni
Advances in Mobility-as-a-Service Systems: Proceedings of 5th Conference on …, 2021
22021
Impacts of Eco Driving on Traffic Flow and Emissions in Large Scale Urban Networks
FK Adamidis, EG Mantouka, EN Barmpounakis, EI Vlahogianni
Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019
22019
Investigating the impacts of the COVID-19 pandemic on Eco-driving behavior
P Fafoutellis, EG Mantouka, EI Vlahogianni, P Fortsakis
Safety Science, 106251, 2023
12023
Smart parking assistance services and user acceptance: a european model
E Mantouka, F Orfanou, M Margreiter, E Vlahogianni, J Sanchez-Medina, ...
VEHITS 2019, 2019
12019
Reconstructing mobility from smartphone data: Empirical evidence of the effects of COVID-19 pandemic crisis on working and leisure
V Mourtakos, EG Mantouka, P Fafoutellis, EI Vlahogianni, K Kepaptsoglou
Transport Policy 146, 241-254, 2024
2024
Effects of Driving Behavior on Fuel Consumption with Explainable Gradient Boosting Decision Trees
C Konstantinou, P Fafoutellis, EG Mantouka, C Chalkiadakis, P Fortsakis, ...
2023 8th International Conference on Models and Technologies for Intelligent …, 2023
2023
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
2023
The system can't perform the operation now. Try again later.
Articles 1–20