A Hybrid Framework Combining LSTM NN and BNN for Short-term Traffic Flow Prediction and Uncertainty Quantification
Yinpu Wang, Siping Ke, Chengchuan An, Zhenbo Lu, Jingxin Xia
Topics & Concepts
Traffic flow (computer networking)Computer scienceTerm (time)Artificial neural networkIntelligent transportation systemBayesian probabilityParametric statisticsTraffic generation modelPrediction intervalData miningRecurrent neural networkMachine learningArtificial intelligenceEngineeringReal-time computingStatisticsMathematicsQuantum mechanicsPhysicsCivil engineeringComputer securityTraffic Prediction and Management TechniquesTraffic control and managementTime Series Analysis and Forecasting