Do traffic flow states follow Markov properties? A high-order spatiotemporal traffic state reconstruction approach for traffic prediction and imputation
Junjie Hu, Cheng Hu, Jiayu Yang, Jun Bai, Jaeyoung Lee
Topics & Concepts
Imputation (statistics)Computer scienceTraffic flow (computer networking)Markov chainTraffic congestion reconstruction with Kerner's three-phase theoryTraffic generation modelMarkov modelData miningReal-time computingTraffic congestionComputer networkTransport engineeringMachine learningEngineeringMissing dataTraffic Prediction and Management TechniquesTraffic control and managementTransportation Planning and Optimization