On Model Selection for Scalable Time Series Forecasting in Transport Networks.
Julien MonteilAnton DekusarClaudio GambellaYassine LassouedMartin MevissenPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- model selection
- cross validation
- hyperparameters
- transport network
- parameter estimation
- bayesian learning
- mixture model
- regression model
- sample size
- machine learning
- statistical inference
- variable selection
- statistical learning
- model selection criteria
- generalization error
- meta learning
- motion segmentation
- gaussian process
- information criterion
- artificial neural networks
- feature selection
- generalization bounds
- error estimation
- data sets
- selection criterion
- leave one out cross validation
- parameter determination
- automatic model selection