Processing data stream with chunk-similarity model selection.
Pawel KsieniewiczPublished in: Appl. Intell. (2023)
Keyphrases
- model selection
- data streams
- cross validation
- parameter estimation
- hyperparameters
- bayesian learning
- error estimation
- statistical learning
- sliding window
- sample size
- machine learning
- model selection criteria
- stream processing
- similarity measure
- variable selection
- generalization error
- regression model
- mixture model
- feature selection
- meta learning
- motion segmentation
- selection criterion
- statistical inference
- gaussian process
- continuous queries
- information criterion
- data sets
- parameter determination
- particle filter
- bayesian information criterion
- marginal likelihood
- data stream management systems