Learn traffic as a signal: Using ensemble empirical mode decomposition to enhance short-term passenger flow prediction in metro systems
Cong Xiu, Yichen Sun, Qiyuan Peng, Cheng Chen, Xunquan Yu
Topics & Concepts
Hilbert–Huang transformTerm (time)Computer scienceTransport engineeringTraffic flow (computer networking)DecompositionMode (computer interface)SIGNAL (programming language)Flow (mathematics)Real-time computingEngineeringTelecommunicationsComputer networkMathematicsPhysicsOperating systemGeometryBiologyWhite noiseProgramming languageEcologyQuantum mechanicsTraffic Prediction and Management TechniquesTraffic and Road SafetyTransportation Planning and Optimization