Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods. - Harris V. Georgiou; Sophia Karagiorgou; Yannis Kontoulis; Nikos Pelekis; Petros Petrou; David Scarlatti; Yannis Theodoridis (CoRR, 2018)

MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories. - Andreas Tritsarolis; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (SSTD, 2021)

Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (MDM, 2022)

Towards a Unified Vessel Traffic Flow Forecasting Framework. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (EDBT/ICDT Workshops, 2023)

A transformer-based method for vessel traffic flow forecasting. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (GeoInformatica, 2025)