Disentangled diffusion dodels for probabilistic spatio-temporal traffic forecasting

Abstract With the widespread deployment of traffic sensors and the continuous advancement of sensor technology, accurate traffic prediction has become increasingly feasible. However, existing traffic prediction methods face significant challenges in addressing the inherent uncertainty present in tra...

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Bibliographic Details
Main Authors: Wenyu Zhang, Kaidong Zheng
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01949-y
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