Spatio-temporal prediction of freeway congestion patterns using discrete choice methods

Predicting freeway traffic states is, so far, based on predicting speeds or traffic volumes with various methodological approaches ranging from statistical modeling to deep learning. Traffic on freeways, however, follows specific patterns in space–time, such as stop-and-go waves or mega jams. These...

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Bibliographic Details

Published in:	EURO Journal on Transportation and Logistics
Main Authors:	Barbara Metzger, Allister Loder, Lisa Kessler, Klaus Bogenberger
Format:	Article
Language:	English
Published:	Elsevier 2024-01-01
Subjects:	Traffic state prediction Mixed logit Congestion patterns Freeway traffic
Online Access:	http://www.sciencedirect.com/science/article/pii/S2192437624000190