Adaptive model selection for time series prediction in wireless sensor networks.
Yann-Aël Le BorgneSilvia SantiniGianluca BontempiPublished in: Signal Process. (2007)
Keyphrases
- model selection
- wireless sensor networks
- cross validation
- sample size
- hyperparameters
- regression model
- parameter estimation
- machine learning
- mixture model
- error estimation
- non stationary
- meta learning
- bayesian learning
- selection criterion
- motion segmentation
- gaussian process
- statistical learning
- generalization error
- neuro fuzzy
- statistical inference
- feature selection
- parameter determination
- variable selection
- bayesian methods
- adaptive filtering
- leave one out cross validation
- information criterion
- marginal likelihood
- data mining
- least squares
- decision trees
- model selection criteria
- bayesian model selection
- automatic model selection