Learning GPS Point Representations to Detect Anomalous Bus Trajectories

Discovering anomalous bus trajectories can benefit transportation agencies to improve their services by helping them to deal with unexpected events such as detours or accidents. In this work, we propose a deep-learning strategy, which we name Spatial-Temporal Outlier Detector (STOD), that predicts t...

Full description

Bibliographic Details
Main Authors: Michael Cruz, Luciano Barbosa
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9305190/