Hey, I'm Julia Markou,
I'm a Ph.D. Student in the Technical University of Denmark, Department of Management Engineering. My research interests include machine learning in transportation, simulation of transportation systems, Intelligent Transport Systems (ITS), calibration and optimization applications.
9
Awards & Scholarships
14
Publications
Markou I., Rodrigues F. and Pereira F. (2017).Demand Pattern Analysis of Time Series for anomalies detection. Proceedings of the 96th Annual Meeting of the Transportation Research Board, January 8-12, Washington, D.C., USA.
Papathanasopoulou, V., I. Markou and C. Antoniou (2016). Online calibration for microscopic traffic simulation and dynamic multi-step prediction of traffic speed. Transportation Research Part C: Emerging Technologies, 68, pp. 144-159.
Markou, I., C. Antoniou, M. Tsakiri and A. Georgopoulos (2015). “Applications of terrestrial laser scanning in transport”, Proceedings of the 7th International Congress on Transport Research in Greece, Hellenic Institute of Transportation Engineers, Hellenic Institute of Transport, Athens, November 2015.
Papathanasopoulou V., I. Markou, C. Antoniou, V. Gikas, A. Mpimis, H. Perakis and G. Yannis (2015). “Efficient management of parking under constraints”, Proceedings of the 7th International Congress on Transport Research in Greece, Hellenic Institute of Transportation Engineers, Hellenic Institute of Transport, Athens, November 2015.
Papathanasopoulou, V., I. Markou, and C. Antoniou (2015). On-line calibration of car-following models exploiting input parameter correlation. 4th hEART Symposium (European Association for Research in Transportation – hEART), DTU, Denmark, 8-10 September, 2015.
Markou, I., V. Papathanasopoulou and C. Antoniou (2015). A demonstration of distribution-based calibration. Proceedings of the 4th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 3-5. June 2015. Budapest, Hungary.
Markou, I., and C. Antoniou (2015). Developing insight into effective SPSA parameters through sensitivity analysis. Proceedings of the 4th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 3-5. June 2015. Budapest, Hungary.
Antoniou, C., V. Gikas, V. Papathanasopoulou, C. Danezis, A. Panagopoulos, I. Markou, H. Perakis, D. Efthymiou and G. Yannis (2015). Localization and driving behavior classification using smartphone sensors in the direct absence of GNSS. Transportation Research Record: Journal of the Transportation Research Board (accepted).
Markou, I. and A. Georgopoulos (2014).Practical Assessment of 3D Reconstruction Methodologies. Proceedings of the International Conference on Cultural Heritage, November 2014, Lemessos, Cyprus.
Antoniou, C., V. Papathanasopoulou, V. Gikas, T. Mpimis, I. Markou and H. Perakis (2014). Monitoring indoor driver behavior using opportunistic smartphone sensor data. ITS2014 – ITS and Smart Cities, Patras, November 19-21, 2014.
Antoniou, C., V. Gikas, V. Papathanasopoulou, T. Mpimis, I. Markou and H. Perakis (2014). Towards distribution-based calibration for traffic simulation. 17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, China, October 8-11, 2014.
Antoniou, C., V. Gikas, V. Papathanasopoulou, C. Danezis, A. Panagopoulos, I. Markou, H. Perakis, D. Efthymiou and G. Yannis (2015). Localization and driving behavior classification using smartphone sensors in the direct absence of GNSS. Proceedings of the 94th Annual Meeting of the Transportation Research Board, January 2015, Washington, D.C.