Full Model Selection issue in temporal data through evolutionary algorithms: A brief review.
Nancy Pérez-CastroAldo Márquez-GrajalesHéctor-Gabriel Acosta-MesaEfrén Mezura-MontesPublished in: CEC (2017)
Keyphrases
- model selection
- temporal data
- evolutionary algorithm
- cross validation
- temporal databases
- temporal information
- hyperparameters
- bayesian learning
- differential evolution
- sample size
- mixture model
- spatial data
- parameter estimation
- regression model
- statistical inference
- temporal patterns
- data streams
- machine learning
- information criterion
- automatic model selection
- parameter determination
- gaussian process
- variable selection
- model selection criteria
- feature selection
- bayesian information criterion
- marginal likelihood
- genetic algorithm
- closed form
- constraint satisfaction problems