Eleni G. Mantouka

Identifying driving safety profiles from smartphone data using unsupervised learning

Eleni G. Mantouka, Emmanouil Barmpounakis, Eleni I. Vlahogianni · Safety Science · 2019 · 124 citations

Computing, Automotive Engineering, Computer Science +16

Smartphone sensing for understanding driving behavior: Current practice and challenges

Eleni G. Mantouka, Emmanouil Barmpounakis, Eleni I. Vlahogianni et al. · International Journal of Transportation Science and Technology · 2020 · 85 citations · Full text

Computing, Automotive Engineering, Autonomous Systems +17

Eco-Driving and Its Impacts on Fuel Efficiency: An Overview of Technologies and Data-Driven Methods

Panagiotis Fafoutellis, Eleni G. Mantouka, Eleni I. Vlahogianni · Sustainability · 2020 · 80 citations · Full text

Public Health, Automotive Engineering, Autonomous Vehicles +13

Effects of controlling aggressive driving behavior on network-wide traffic flow and emissions

Filippos Adamidis, Eleni G. Mantouka, Eleni I. Vlahogianni · International Journal of Transportation Science and Technology · 2020 · 47 citations · Full text

Engineering, Automotive Engineering, Transportation Planning +17

Deep Reinforcement Learning for Personalized Driving Recommendations to Mitigate Aggressiveness and Riskiness: Modeling and Impact Assessment

Eleni G. Mantouka, Eleni I. Vlahogianni · Transportation Research Part C Emerging Technologies · 2022 · 31 citations

Computing, Automotive Engineering, Autonomous Systems +17