Litcius/Paper detail

Forecast network-wide traffic states for multiple steps ahead: A deep learning approach considering dynamic non-local spatial correlation and non-stationary temporal dependency

Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu

2020Transportation Research Part C Emerging Technologies51 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceData miningDependency (UML)Artificial intelligenceGraphDeep learningConvolution (computer science)Spatial correlationMachine learningTheoretical computer scienceArtificial neural networkTelecommunicationsTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management