Search alternatives:
marked decrease » marked increase (Expand Search)
ai larger » ai large (Expand Search), a large (Expand Search), _ larger (Expand Search)
train » brain (Expand Search), trait (Expand Search), grain (Expand Search)
marked decrease » marked increase (Expand Search)
ai larger » ai large (Expand Search), a large (Expand Search), _ larger (Expand Search)
train » brain (Expand Search), trait (Expand Search), grain (Expand Search)
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A novel RNN architecture to improve the precision of ship trajectory predictions
Published 2025“…To solve these challenges, Recurrent Neural Network (RNN) models have been applied to STP to allow scalability for large data sets and to capture larger regions or anomalous vessels behavior. This research proposes a new RNN architecture that decreases the prediction error up to 50% for cargo vessels when compared to the OU model. …”
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Training dynamics of the proposed model for Fold 0.
Published 2025“…The blue curves correspond to training, the orange curves to validation. The green vertical line marks the start of fine-tuning of the pretrained backbone, after which both accuracy improves and loss decreases. …”
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