Time-series clustering for pattern recognition of speed and heart rate while driving: a magnifying lens on the seconds around harsh events DI Tselentis, E Papadimitriou Transportation research part F: traffic psychology and behaviour 98, 254-268, 2023 | 1 | 2023 |
Machine learning approaches exploring the optimal number of driver profiles based on naturalistic driving data DI Tselentis, E Papadimitriou Transportation research interdisciplinary perspectives 21, 100900, 2023 | | 2023 |
The usefulness of artificial intelligence for safety assessment of different transport modes DI Tselentis, E Papadimitriou, P van Gelder Accident Analysis & Prevention 186, 107034, 2023 | 15 | 2023 |
Driver profile and driving pattern recognition for road safety assessment: Main challenges and future directions DI Tselentis, E Papadimitriou IEEE Open Journal of Intelligent Transportation Systems 4, 83-100, 2023 | 19 | 2023 |
Recognition of Driving Patterns During Harsh Events on the Basis of Speed and Heart Rate Data: A Time-series Clustering Approach DI Tselentis, E Papadimitriou 102nd Transportation Research Board (TRB) Annual Meeting, January 8–12, 2023 …, 2023 | | 2023 |
A Multi-level Approach to Link Smooth Driving with Safe Driver Behavior EG Mantouka, P Fafoutellis, DI Tselentis, E Papadimitriou, EI Vlahogianni, ... 102nd Transportation Research Board (TRB) Annual Meeting, January 8–12, 2023 …, 2023 | | 2023 |
Road-safety-II: Opportunities and barriers for an enhanced road safety vision E Papadimitriou, AP Afghari, D Tselentis, P van Gelder Accident Analysis & Prevention 174, 106723, 2022 | 9 | 2022 |
The usefulness of Artificial Intelligence in safety assessment of different transportation modes DI Tselentis, E Papadimitriou, P van Gelder (Conference on 8th Road Safety and Simulation International Conference, 2022 | 1 | 2022 |
Investigation of travel and driving pattern evolution in the post-pandemic era DI Tselentis, E Papadimitriou 16th International Conference on Travel Behaviour Research December 11 - 22 …, 2022 | | 2022 |
Temporal analysis of driving efficiency using smartphone data DI Tselentis, EI Vlahogianni, G Yannis Accident Analysis & Prevention 154, 106081, 2021 | 17 | 2021 |
Estimating the necessary amount of driving data for assessing driving behavior AM Stavrakaki, DI Tselentis, E Barmpounakis, EI Vlahogianni, G Yannis Sensors 20 (9), 2600, 2020 | 21 | 2020 |
A critical overview of driver recording tools A Ziakopoulos, D Tselentis, A Kontaxi, G Yannis Journal of safety research 72, 203-212, 2020 | 41 | 2020 |
Driver feedback during naturalistic driving experiments: A review of types, methods and future challenges D Tselentis, G Kostoulas, KN Kontonasios, P Fortsakis, G Yannis Transport Research Arena Conference (TRA), 27-30, 2020 | 5 | 2020 |
Driving speed model development using driving data obtained from smartphone sensors DI Tselentis, C Gonidi, G Yannis Transportation research procedia 48, 673-686, 2020 | | 2020 |
Investigating the Correlation between Driver’s Characteristics and Safety Performance DI Tselentis, K Folla, V Agathangelou, G Yannis Transportation research procedia 48, 1254-1262, 2020 | 4 | 2020 |
Hybrid data envelopment analysis for large-scale smartphone data modeling DI Tselentis, EI Vlahogianni, G Yannis, L Kavouras Transportation Research Procedia 48, 975-986, 2020 | 1 | 2020 |
Driving safety efficiency benchmarking using smartphone data DI Tselentis, EI Vlahogianni, G Yannis Transportation research part C: emerging technologies 109, 343-357, 2019 | 44 | 2019 |
Analysis of driver behaviour through smartphone data: The case of mobile phone use while driving E Papadimitriou, A Argyropoulou, DI Tselentis, G Yannis Safety Science 119, 91-97, 2019 | 90 | 2019 |
A Review of the Impact of Driver Distraction on Driving Behavior and Road Safety A Kontaxi, A Ziakopoulos, D Tselentis, G Yannis 9th International Congress on Transportation Research (ICTR), 2019 | 2 | 2019 |
Investigating the Temporal Evolution of Driving Safety Efficiency Using Data Collected from Smartphone Sensors DI Tselentis, E Vlahogianni, G Yannis Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019 | 1 | 2019 |