S-GCN-GRU-NN: A novel hybrid model by combining a Spatiotemporal Graph Convolutional Network and a Gated Recurrent Units Neural Network for short-term traffic speed forecasting
Manrui Jiang, Wei Chen, Xiang Li
Topics & Concepts
Autoregressive integrated moving averageComputer scienceSupport vector machineArtificial neural networkArtificial intelligenceConvolutional neural networkRecurrent neural networkAutoregressive modelTerm (time)Multilayer perceptronPerceptronPattern recognition (psychology)Time seriesMachine learningMathematicsQuantum mechanicsPhysicsEconometricsTraffic Prediction and Management TechniquesVehicle emissions and performanceAir Quality Monitoring and Forecasting