Macroscopic freeway model calibration with partially observed data, a case study.
Gunes DervisogluAlexander KurzhanskiyGabriel B. GomesRoberto HorowitzPublished in: ACC (2014)
Keyphrases
- experimental data
- data sets
- partially observed
- data analysis
- synthetic data
- prior knowledge
- data collection
- learned models
- probabilistic model
- network structure
- computational model
- high quality
- measured data
- predictive model
- expert knowledge
- test data
- statistical analysis
- training data
- probability distribution
- database
- simulation data
- objective function
- high dimensional data
- input data
- em algorithm
- mathematical model
- parameter estimation
- prior information
- learning models
- empirical data
- high dimensional
- case study
- sensor data
- parameter estimates