George Yannis
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“Data science techniques for benchmarking driving efficiency” at the NTUA – Digitalisation and Road Safety Research Workshop, organised by NTUA within the framework of the Fifth UN Global Road Safety Week (Athens, Greece, 17 May 2019)


ID cp352
Presentation
Tags big data, driver behaviour, machine learning, telematics

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accident analysis (241) information systems (328) international comparisons (243) road safety measures (261) road safety strategy (180) speed (40) driver behaviour (490) culture (77) driver distraction (87) pedestrians (59) cyclists (40) motorcyclists (74) enforcement (29) young drivers (39) older drivers (66) cognitive impairment (97) alcohol (23) road infrastructure (220) road safety audit (18) junctions (8) motorways (15) road design (20) road equipment (15) weather conditions (24) intelligent systems (92) telematics (94) traffic automation (59) driving simulator (136) naturalistic driving (84) field surveys (94) statistical modelling (381) big data (94) machine learning (61) artificial intelligence (11) impact assessment (69) eco-driving (11) urban mobility (194) electro mobility (19) public transport (15) traffic management (158) traffic simulation (16) parking (20) smart cities (32) metro systems (22) large events (12) intermodal transport (33) transport networks (164) transport terminals (43) logistics (45) COVID-19 (13) vehicle (15) survey (19) automation (5) electro mobolity (1) multi-modal transport (1) micromobility (14)

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Recent Items

  • Konsta A., Michelaraki E., Bonakis A., Yannis G., Dikeos D., “Driving Performance Deficits in Chronic Insomnia: Evidence from a Multi-Scenario Simulator Study” at the Proceedings of the 10th Expert Symposium on Accident Research (ESAR), Hannover, 25-26 March 2026.
  • “Attica Metropolitan Transportation Authority”, at the 3rd International Exhibition Ergo.Tec Forum and CMC Conference, organized by T-Press (Athens, 21 March 2026)
  • Mavromatis S., Yannis G., Hassan Y., “Vehicle Safe Motion in Mixed-Vehicle-Technology Environment”, World Electric Vehicle Journal 2026, 17(2), 80.
  • “Cooperative, Connected and Automated Mobility Policy Support Tools”, at the Transportation Research Board (TRB) 105th Annual Meeting (Washington, D.C., 12 January 2026)
  • Kontaxi A., Yannis G., “Evaluating the Long-Term Effects of Telematics Driver Feedback on Speeding Behavior: A Survival Analysis Approach”, at the Proceedings of the Transportation Research Board (TRB) 105th Annual Meeting, Washington, 11-15 January 2026.

George D. Yannis, Professor, Department of Transportation Planning and Engineering, National Technical University of Athens
Iroon Polytechniou 9, Zografou 157 73, Athens, Tel.: (+30) 210.772.1326, Fax: (+30) 210.772.1454, e-mail: geyannis@central.ntua.gr

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