Unsupervised Deep Learning for GPS-Based Transportation Mode Identification

Intelligent transportation management requires not only statistical information on users' mobility patterns, but also knowledge of their selected transportation modes. The latter can be inferred from users' GPS records, as captured by smartphone or vehicle sensors. The recently demonstrate...

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Bibliographic Details

Published in:	2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) pp. 1 - 6
Main Authors:	Markos, Christos, Yu, James J.Q.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 20.09.2020
Subjects:	Computational modeling Data models Feature extraction Global Positioning System Motion segmentation Trajectory Transportation
Online Access:	Get full text
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