The two-stage prediction method for traffic spillover dissipation at short-distance intersections based on Bi-LSTM

Abstract In response to the common issue of traffic spillover at short-distance intersections, which tends to be overlooked due to its potential for self-dissipation, this paper conducts a study on predicting traffic spillover dissipation at short-distance intersections using the machine learning mo...

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Bibliographic Details
Main Authors: Zijun Liang, Ruihan Wang, Xuejuan Zhan, Tingting Hu, Xiaoyan Li, Yuqi Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06969-9
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