Collision-Risk-Aware Ship Routing
Michalski PT, Preuß N, Renz M, Tritsarolis A, Theodoridis Y, Pelekis N, In Proceedings of the 32nd ACM SIGSPATIAL Conference. Preprint: https://www.datastories.org/pubs/SIGSPATIAL2024.pdf.
Shared Micro-mobility Demand Forecasting using Gradient Boosting methods
Tziorvas A, Theodoropoulos GS, Theodoridis Y. Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, Barcelona, Spain, March 25, 2025.
MobiSpaces: An Architecture for Energy-Efficient Data Spaces for Mobility Data
Doulkeridis C, et al., Proceedings of IEEE International Conference on Big Data (BigData), Sorrento, Italy, December 2023, pp. 1487-1494. Preprint: https://www.datastories.org/pubs/BigData2023.pdf.
Efficient Semantic Similarity Search over Spatio-textual Data
Theodoropoulos GS, Nørvåg K, Doulkeridis C, Proceedings of the EDBT Conference, Paestum, Italy, March 2024, pp. 268-280.
A Transformer-based Method for Vessel Traffic Flow Forecasting
Mandalis P, Chondrodima E, Kontoulis Y, Pelekis N, Theodoridis Y, Geoinformatica 29(1): 149-173. Preprint: https://www.datastories.org/pubs/Geoinformatica2025.pdf.
On Vessel Location Forecasting and the Effect of Federated Learning
Tritsarolis A, Pelekis N, Bereta K, Zissis D, Theodoridis Y, In Proceedings of the 25th IEEE Conference on Mobile Data Management (MDM).
Path-based traffic flow prediction
Karkanis E, Pelekis N, Chondrodima E, Theodoridis Y, In Proceedings of the Workshop on Big Mobility Data Analytics (BMDA) co-located with EDBT/ICDT 2024 Joint Conference, Paestum, Italy.
GMSA: A Digital Twin Application for Maritime Route and Event Forecasting (Demo Paper)
Grigoropoulos G, Spiliopoulos G, Chamatidis I, Kaliorakis M, Troupiotis-Kapeliaris A, Vodas M, Filippou E, Chondrodima E., Pelekis N., Theodoridis Y., Zissis D., Bereta K., In Proceedings of EDBT/ICDT 2024 Joint Conference, Paestum, Italy, pp. 798–801
A Scalable System for Maritime Route and Event Forecasting (Industrial Paper)
Grigoropoulos G, Spiliopoulos G, Chamatidis I, Kaliorakis M, Troupiotis-Kapeliaris A, Vodas M, Filippou E, Chondrodima E., Pelekis N., Theodoridis Y., Zissis D., Bereta K., In Proceedings of EDBT/ICDT 2024 Joint Conference, Paestum, Italy, pp. 762–769