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JD Tech Talk
JD Tech Talk
Oct 27, 2020 · Artificial Intelligence

Trajectory Identification Using a Spatio‑Temporal Siamese Network (ST‑SiameseNet)

This paper proposes a novel spatio‑temporal Siamese network that identifies whether GPS trajectories belong to the same driver, addressing data‑cost and scalability issues of existing methods and demonstrating superior accuracy and generalization on large‑scale taxi driver datasets.

GPS dataSiamese networkdeep learning
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Trajectory Identification Using a Spatio‑Temporal Siamese Network (ST‑SiameseNet)