A k-nearest text similarity-BiGRU approach for duration prediction of traffic accidents on expressways

Abstract Accurate prediction of traffic accident duration is critical for alleviating congestion and optimizing traffic management. This study proposes a k-nearest text similarity-BiGRU(Bidirectional Gated Recurrent Unit) approach to predict the duration of traffic accidents using textual records. F...

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Bibliographic Details
Main Authors: Jiaona Chen, Jin Zhang, Peng Wang, Yinli Jin
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-07366-7
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