Towards explainable traffic flow prediction with large language models

Traffic forecasting is crucial for intelligent transportation systems. It has experienced significant advancements thanks to the power of deep learning in capturing latent patterns of traffic data. However, recent deep-learning architectures require intricate model designs and lack an intuitive unde...

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Bibliographic Details
Main Authors: Xusen Guo, Qiming Zhang, Junyue Jiang, Mingxing Peng, Meixin Zhu, Hao Frank Yang
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Communications in Transportation Research
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772424724000337
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