Network-wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition
Shuaichao Zhang, Lingxiao Zhou, Xiqun Chen, Lei Zhang, Li Li, Meng Li
Topics & Concepts
Computer scienceHilbert–Huang transformConvolutional neural networkScalabilityData miningFloating car dataTraffic generation modelMode (computer interface)Artificial intelligenceTraffic flow (computer networking)Artificial neural networkTraffic congestionReal-time computingEngineeringComputer visionFilter (signal processing)Computer securityTransport engineeringDatabaseOperating systemTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management