Dimitris Kyriazanos

Kinematic-aware AIS preprocessing and bidirectional recurrent modeling for multi-output vessel trajectory prediction

Precise prediction of vessel movements is crucial for effective maritime traffic monitoring and management. Automatic Identification System (AIS) data offer rich information for trajectory prediction but suffer from irregular sampling, missing values, noise, and transmission errors that complicate modeling. To addres...