Search Results for author: Weiguo Zhu

Found 3 papers, 1 papers with code

A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecasting

no code implementations20 May 2022 Weiguo Zhu, Yongqi Sun, Xintong Yi, Yan Wang

Using SCorr, we propose a novel correlation information-based spatiotemporal network (CorrSTN), including a dynamic graph neural network component incorporating correlation information into the spatial structure effectively and a multi-head attention component utilizing spatial correlation information to extract dynamic temporal dependencies accurately.

An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction

no code implementations8 May 2020 Jichen Wang, Weiguo Zhu, Yongqi Sun, Chunzi Tian

Traffic prediction is necessary not only for management departments to dispatch vehicles but also for drivers to avoid congested roads.

Traffic Prediction

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