AINeutralarXiv – CS AI · 9h ago6/10
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AIS-Based Vessel Trajectory Prediction Using Memory-Augmented Neural Networks
Researchers demonstrate that memory-augmented neural networks significantly improve vessel trajectory prediction using AIS maritime data from the Gulf of Mexico and New York Bight. The approach selectively retrieves relevant historical information to outperform conventional deep learning models, with applications for collision avoidance and maritime route optimization.