Towards distribution-based calibration for traffic simulation. - Constantinos Antoniou 001; Vassilis Gikas; Vasileia Papathanasopoulou; Thanassis Mpimis; Ioulia Markou; Harris Perakis (ITSC, 2014)

Developing insight into effective SPSA parameters through sensitivity analysis. - Ioulia Markou; Constantinos Antoniou 001 (MT-ITS, 2015)

A demonstration of distribution-based calibration. - Ioulia Markou; Vasileia Papathanasopoulou; Constantinos Antoniou 001 (MT-ITS, 2015)

Real-Time Taxi Demand Prediction using data from the web. - Ioulia Markou; Filipe Rodrigues 001; Francisco C. Pereira (ITSC, 2018)

Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach. - Filipe Rodrigues 001; Ioulia Markou; Francisco C. Pereira (Inf. Fusion, 2019)

Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information. - Ioulia Markou; Filipe Rodrigues 001; Francisco C. Pereira (IEEE Trans. Intell. Transp. Syst., 2020)