Photo of Robert Klar

Robert Klar

PhD student

Publications

2026

Robert Klar, David Gundlegård (2026)

Machine Learning-Based Travel Demand Estimation Using OpenStreetMap IEEE Open Journal of Intelligent Transportation Systems, Vol. 7, p. 1588-1601 (Article in journal)

https://dx.doi.org/10.1109/OJITS.2026.3708204

Robert Klar (2026)

Digital Twins and Explainable AI for Decision Support in Port and Maritime Operations (Doctoral thesis, comprehensive summary)

https://dx.doi.org/10.3384/9789181185737

Robert Klar, Anders Andersson, Vangelis Angelakis (2026)

Understanding and predicting quay crane breakdowns using explainable AI MARITIME TRANSPORT RESEARCH, Vol. 10, Article 100152 (Article in journal)

https://dx.doi.org/10.1016/j.martra.2026.100152

Robert Klar, Nina Svensson, Petra Stelling, Vangelis Angelakis (2026)

Fuel efficiency in ferry services: GPS-based clustering and explainable AI Transportation Research Part D: Transport and Environment, Vol. 157, Article 105403 (Article in journal)

https://dx.doi.org/10.1016/j.trd.2026.105403

Robert Klar, Vangelis Angelakis (2026)

Predicting Error Types and Timing in Quay Crane Operations with eXtreme Gradient Boosting Proceedings of the 20th Annual IEEE International Systems Conference (Conference paper)