Localized extended Kalman filter for scalable real-time traffic state estimation

Online estimation of Kalman Filter parameters for traffic state estimation

Bayesian data assimilation for improved modeling of road traffic

Fast traffic state estimation with the localized extended Kalman filter

Data - model synchronization in extended Kalman filters for accurate online traffic state estimation

Bayesian training and committees of state space neural networks for online travel time prediction

Bayesian committee of neural networks to predict travel times with confidence intervals

Application of Bayesian trained neural networks to predict stochastic travel times in urban networks

Bayesian training and committees of state-space neural networks for online travel time prediction

Bayesian calibration of car-following models

Urban intersections in first order models with the Godunov scheme

Bayesian trained neural networks to forecast travel times

Using an LWR model with a cell based Kalman filter to estimate travel times

Bayesian combination of travel time prediction models

Bayesian combination of travel time prediction models

Neural network committee to predict travel times: comparison of Bayesian evidence approach to the use of a validation set

Macroscopic modelling of intersection delay with linearly decreasing turn capacities

Short term traffic prediction models

Short term traffic prediction models

Short term traffic prediction models