A customized deep learning approach to integrate network-scale online traffic data imputation and prediction

Z Zhang, X Lin, M Li, Y Wang - Transportation Research Part C: Emerging …, 2021 - Elsevier
Online data imputation and traffic prediction based on real-time data streams are essential
for the intelligent transportation systems, particularly online navigation applications based …

A customized deep learning approach to integrate network-scale online traffic data imputation and prediction

Z Zhang, X Lin, M Li, Y Wang - Transportation Research Part …, 2021 - ui.adsabs.harvard.edu
Integrate network-scale online traffic data imputation and prediction. A customized
bidirectional recurrent neural network with designed imputation mechanism. Innovative …

A customized deep learning approach to integrate network-scale online traffic data imputation and prediction

Z Zhang, X Lin, M Li, Y Wang - Transportation Research Part C …, 2021 - trid.trb.org
Online data imputation and traffic prediction based on real-time data streams are essential
for the intelligent transportation systems, particularly online navigation applications based …