Eleni Mantouka is a Ph.D. Candidate and Researcher in the Department of Transportation Planning and Engineering of the National Technical University of Athens. Since 2016, she holds a diploma of Civil Engineering from NTUA, majored in Transportation Engineering. She has worked in the private sector as a Transportation Analyst, participated in European funded projects and prepared research proposals for both national and European calls. Her research experience spans from classical statistical modelling to machine learning focused on identifying user specific behaviours for various traffic and transportation applications. Other research interests include driving analytics, intelligent transportation systems and smart mobility. She is a Reviewer for 6 Peer Reviewed Journals and until now, she has published 7 papers in International Journals and 15 papers in International Conferences.
She is pursuing her doctoral dissertation entitled “Mobility Patterns Prediction and Recommendation for Drivers Using Big Data” under the supervision of Associate Professor Eleni Vlahogianni. During her doctoral studies, she is a scholar of the State Scholarships Foundation. In May 2019, she has been awarded the NTUA Thomaideio Award for outstanding scientific publication in International Conferences.