A trajectory outlier detection method based on variational auto-encoder

Trajectory outlier detection can identify abnormal phenomena from a large number of trajectory data, which is helpful to discover or predict potential traffic risks. In this work, we proposed a trajectory outlier detection model based on variational auto-encoder. First, the model encodes the traject...

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Bibliographic Details
Main Authors: Longmei Zhang, Wei Lu, Feng Xue, Yanshuo Chang
Format: Article
Language:English
Published: AIMS Press 2023-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023675?viewType=HTML