Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center.
François SchnitzlerThomas LiebigShie MannorKatharina MorikPublished in: EDBT/ICDT Workshops (2014)
Keyphrases
- markov model
- gaussian process
- gaussian process models
- gaussian processes
- markov models
- markov chain
- gaussian process regression
- bayesian framework
- regression model
- hidden markov models
- hyperparameters
- statistical model
- latent variables
- model selection
- semi supervised
- cross validation
- em algorithm
- markov networks
- higher order
- expectation propagation
- parameter estimation
- generative model
- information extraction
- computer vision