14 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 3 cited
Improved context-sensitive transformer model for inland vessel trajectory prediction
Kathrin Donandt, Karim Böttger, Dirk Söffker
Physics-related and model-based vessel trajectory prediction is highly accurate but requires specific knowledge of the vessel under consideration which is not always practical. Mac…
cs.LG2024★ 14 cited
Short-term Inland Vessel Trajectory Prediction with Encoder-Decoder Models
Kathrin Donandt, Karim Böttger, Dirk Söffker
Accurate vessel trajectory prediction is necessary for save and efficient navigation. Deep learning-based prediction models, esp. encoder-decoders, are rarely applied to inland nav…