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cs.LG2026
SSPE: Robust Sequential Staypoint Extraction in Degraded Trajectory Data
Yueyang Liu, Lance Kennedy, Andreas Züfle
Extracting semantically meaningful staypoints from raw trajectory streams is a foundational prerequisite for mobility analytics. However, real-world trajectory data is frequently d…
cs.LG2026
Staypoint Detection from Noisy Trajectory Data [Experiment Paper]
Lance Kennedy, Hossein Amiri, Yueyang Liu +9
Detecting staypoints from raw trajectory data is fundamental to numerous spatial computing applications. This process transforms raw numeric sequences of geolocations into semantic…