Large-scale transportation network congestion evolution prediction using deep learning theory.

Understanding how congestion at one location can cause ripples throughout large-scale transportation network is vital for transportation researchers and practitioners to pinpoint traffic bottlenecks for congestion mitigation. Traditional studies rely on either mathematical equations or simulation te...

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Bibliographic Details
Main Authors: Xiaolei Ma, Haiyang Yu, Yunpeng Wang, Yinhai Wang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4363621?pdf=render