Predicting the destination port of fishing vessels utilizing transformers

Predicting the destination port of fishing vessels utilizing transformers

Vast databases on historical ship traffic are currently freely available in the form of AIS (Automatic Identification System) messages dating back to as early as 2002. This provides a rich source for training deep learning models for predicting various behaviors of vessels, which in this context is...

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Bibliographic Details
Main Authors: Andreas Berntsen Løvland, Helge Fredriksen, John Markus Bjørndalen
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Maritime Transport Research
Subjects:
Port prediction
Deep learning
AIS
Online Access:http://www.sciencedirect.com/science/article/pii/S2666822X25000036
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