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03/04/2023
Traffic State Estimation with Anisotropic Gaussian Processes from Vehicle Trajectories
Accurately monitoring road traffic state and speed is crucial for variou...
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12/03/2022
Laplacian Convolutional Representation for Traffic Time Series Imputation
Spatiotemporal traffic data imputation is of great significance in intel...
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08/04/2022
Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes
Modeling the relationship between vehicle speed and density on the road ...
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06/14/2022
Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model
Accurate forecasting of bus travel time and its uncertainty is critical ...
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02/19/2022
Bayesian inference for link travel time correlation of a bus route
Estimation of link travel time correlation of a bus route is essential t...
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09/06/2021
Individual Mobility Prediction via Attentive Marked Temporal Point Processes
Individual mobility prediction is an essential task for transportation d...
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06/02/2021
Quantifying out-of-station waiting time in oversaturated urban metro systems
Metro systems in megacities such as Beijing, Shenzhen and Guangzhou are ...
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01/02/2021
Real-time forecasting of metro origin-destination matrices with high-order weighted dynamic mode decomposition
Forecasting the short-term ridership among origin-destination pairs (OD ...
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04/02/2020