S.F. (Silvia) Varotto
Silvia joined the Transport and Planning Department in January 2014 as a Marie Curie Fellow in the project “HF-Auto: Human Factors of Automated Driving”. Silvia has been visiting researcher at Universität de Bundeswehr München (Germany) and at Technion Israel Institute of Technology (Israel). She carried out her master thesis at Ecole Polytechnique Fédérale de Lausanne (Switzerland) and holds a Laurea Magistrale in Civil Engineering (2013) from Università degli studi di Trieste (Italy).
Silvia is in the process of finalising her dissertation, titled “Driving Behaviour in Control Transitions Between Adaptive Cruise Control and Manual Driving: Empirics and Models”. Her dissertation focuses on two innovative aspects in driver behaviour modelling: predicting drivers’ decision to activate and deactivate full-range Adaptive Cruise Control (control transitions), and describing drivers’ behaviour before activation and after deactivation (transition period). The modelling framework proposed is underpinned by data collected in driving simulator and on-road experiments.
- Automated driving
- Driver behaviour modelling
- Discrete choice models
- Linear mixed models
Varotto, S. F., Farah, H., Toledo, T., Van Arem, B., & Hoogendoorn, S. P. (2018). Continuous-discrete choices of control transitions and speed regulations in full-range Adaptive Cruise Control. Transportation Research Board 97th Annual Meeting, Washington, D.C., paper 18-03199 (reviewed by AHB45 Traffic Flow Theory and Characteristics Committee).
Varotto, S. F., Glerum, A., Stathopoulos, A., Bierlaire, M., & Longo, G. (2017). Mitigating the impact of errors in travel time reporting on mode choice modelling. Journal of Transport Geography, No. 62, pp. 236–246.
Varotto, S. F., Farah, H., Toledo, T., Van Arem, B., & Hoogendoorn, S. P. (2017). Resuming manual control or not? Modelling choices of control transitions in full-range adaptive cruise control. Transportation Research Record: Journal of Transportation Research Board, No. 2622, pp. 38-47.
Varotto, S. F., Hoogendoorn, R. G., Van Arem, B., & Hoogendoorn, S. P. (2015). Empirical longitudinal driving behaviour in authority transitions between adaptive cruise control and manual driving. Transportation Research Record: Journal of Transportation Research Board, No. 2489, pp. 105-114.