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A Traffic Flow Dependency and Dynamics based Deep Learning Aided Approach for Network-Wide Traffic Speed Propagation Prediction

Hanyi Yang, Lili Du, Guohui Zhang, Tianwei Ma

2022Transportation Research Part B Methodological54 citationsDOI

Topics & Concepts

Computer scienceTraffic flow (computer networking)Deep learningTraffic generation modelTraffic congestion reconstruction with Kerner's three-phase theoryDependency (UML)Artificial intelligenceSimulationTraffic congestionReal-time computingData miningEngineeringComputer networkTransport engineeringTraffic Prediction and Management TechniquesTraffic control and managementTransportation Planning and Optimization
A Traffic Flow Dependency and Dynamics based Deep Learning Aided Approach for Network-Wide Traffic Speed Propagation Prediction | Litcius