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Traffic
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Traffic flow
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data
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flow
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keywords:(Traffic flow data)
Short-term traffic flow prediction of road network based on deep learning
Analysis of speed disturbances in empirical single vehicle probe data before traffic breakdown
Urban traffic flow online prediction based on multi-component attention mechanism
Deep learning methods in transportation domain: a review
Traffic flow data compression considering burst components
Vehicular traffic optimisation and even distribution using ant colony in smart city environment
Modelling heterogeneous traffic dynamics by considering the influence of V2V safety messages
Prediction of traffic volume by mining traffic sequences using travel time based PrefixSpan
Missing traffic data: comparison of imputation methods
Spatial–temporal traffic outlier detection by coupling road level of service
Short-term traffic congestion prediction with Conv–BiLSTM considering spatio-temporal features
Hybrid short-term prediction of traffic volume at ferry terminal based on data fusion
Urban rail transit passenger flow forecast based on LSTM with enhanced long-term features
Analysis of saturation flow rate at tandem intersections using field data
Determining the appropriate lane width at urban signalised intersections – a case study in Beijing
Analysing traffic fluency from bus data
Field data application of a non-lane-based multi-class traffic flow model
Rainfall-integrated traffic speed prediction using deep learning method
Model-based approach for estimating energy used by traffic flows on motorways with ITS
Multi-model ensemble for short-term traffic flow prediction under normal and abnormal conditions
SVRGSA: a hybrid learning based model for short-term traffic flow forecasting
Traffic flow estimation on the expressway network using toll ticket data
Mining the spatio-temporal pattern using matrix factorisation: a case study of traffic flow
Identifying commuters based on random forest of smartcard data
Impact assessments of intelligent transport system performance in a freight transport corridor
Intersection traffic signal optimisation considering the impact of upstream curbside bus stops
Highway travel time estimation using multiple data sources
Automated cyclist data collection under high density conditions
Combining weather condition data to predict traffic flow: a GRU-based deep learning approach
Signal coordination scheme based on traffic emission
Hybrid model for predicting anomalous large passenger flow in urban metros
Dynamic speed guidance for active highway signal coordination: roadside against in-car strategies
Adaptive fine pollutant discharge control for motor vehicles tunnels under traffic state transition
Dynamic platoon dispersion model based on real-time link travel time
Multistation coordinated and dynamic passenger inflow control for a metro line