STCAD combines a BERT encoder with CURE clustering to group and flag anomalies in a terabyte-scale AIS dataset, but the anomaly detection is only weakly validated.
Modeling vessel behaviours by clustering ais data using optimized dbscan,
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STCAD: Scalable Trajectory Clustering and Anomaly Detection on Terabyte-Scale AIS Data
STCAD combines a BERT encoder with CURE clustering to group and flag anomalies in a terabyte-scale AIS dataset, but the anomaly detection is only weakly validated.