I. Kalamaras, A. Zamichos, A. Salamanis, A. Drosou, D. Kehagias, G. Margaritis, St. Papadopoulos, D. Tzovaras, "An interactive Visual Analytics Platform for smart Intelligent Transportation Systems management", in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 2, pp. 487-496, Feb. 2018, doi: 10.1109/TITS.2017.2727143
D. Kehagias, A. Salamanis, D. Tzovaras, "Speed Pattern Recognition Technique for Short–Term Traffic Forecasting based on Traffic Dynamics", IET Intelligent Transport Systems, Vol. 9, No. 6, pp.646-653, 2015.
Δημοσιεύσεις σε Συνέδρια
D. Tsoukalas, A. Salamanis, D. Kehagias, D. Tzovaras, "A Maintainable and Secure Backend Infrastructure for Carpooling Applications", Transportation Research Arena 2018 (TRA 2018), Vienna, Austria, 16-19 April 2018.
A. Salamanis, D. Tsoukalas, D. Kehagias, D. Tzovaras, "A Reputation Assessment System for Carpooling Applications", 8th International Congress on Transportation Research (ICTR 2017), Thessaloniki, Greece, 27–29 Sep. 2017.
G. Xanthopoulou, A. Salamanis, D. Kehagias, I. Antoniou, C. Bratsas, D. Tzovaras, "Forecasting Power Output of Photovoltaic Systems Using Linear, Non-Linear and Enhanced Models", in International Work-Conference on Time Series Analysis (ITISE 2017), Granada, Spain, 18-20 Sep. 2017.
T. Theodorou, A. Salamanis, D. Kehagias, D. Tzovaras, "Short-Term Traffic Prediction Under both Typical and Atypical Traffic Conditions using a Pattern Transition Model", 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, Porto, Portugal, 22-24 Ap. 2017.
A. Salamanis, T. Theodorou, D. Kehagias, D. Tzovaras, "A Regime-Switching Model for Short-Term Traffic Prediction under both Typical and Atypical Conditions", NIPS Workshop: Machine Learning for Spatiotemporal Forecasting, Spain, Dec. 2016.
A. Salamanis, G. Margaritis, D. Kehagias, G. Matzoulas, D. Tzovaras, "Identifying patterns under both normal and abnormal traffic conditions for short-term traffic prediction", 19th EURO Working Group on Transportation Meeting (EWGT), Istanbul, Turkey, 05-07 Sep. 2016.
A. Salamanis, A. Drosou, D. Michalopoulos, D. Kehagias, D. Tzovaras, "A Probabilistic Framework for the Reliability Assessment of Crowd Sourcing Urban Traffic Reports", 6th European Transport Research Conference – Moving Forward: Innovative Solutions for Tomorrow’s Mobility (TRA), Warsaw, Poland, 18-21 April 2016, pp 1-10.
A. Salamanis, P. Meladianos, D. Kehagias, D. Tzovaras, "Evaluating the Effect of Time Series Segmentation on STARIMA-based Traffic Prediction model", In Proceedings of the 18th International IEEE Conference on Intelligent Transportation Systems (ITSC 2015), Canary Islands, Spain, 15-18 Sep. 2015.
D. Kehagias, A. Salamanis, D. Tzovaras, "Using speed dynamics for short-term traffic forecasting", In Proceedings of the 10th ITS European Congress, Helsinki, Finland, 16-19 Jun. 2014.