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Browsing University of Hertfordshire by Author "Peng, Mu"
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A General Traffic Flow Prediction Approach Based on Spatial-Temporal Graph Attention
Tang, Cong; Sun, Jingru; Sun, Yichuang; Peng, Mu; Gan, Nianfei (2020)Accurate and reliable traffic flow prediction is critical to the safe and stable deployment of intelligent transportation systems. However, it is very challenging due to the complex spatial and temporal dependence of traffic ... -
HMIAN: a Hierarchical Mapping and Interactive Attention Data Fusion Network for Traffic Forecasting
Sun, Jingru; Peng, Mu; Jiang, Hongbo; Hong , Qinghui; Sun, Yichuang (2022-08-19)With the development of intelligent transportation system (ITS), the vital technology of ITS, short-term traffic forecasting, gains increasing attention. However, the existing prediction models ignore the impact of urban ...