A Data Selection Method for Large Databases Based on Recursive Instrumental Variables for System Identification of MISO Models.
David ArengasAndreas KrollPublished in: ECC (2019)
Keyphrases
- prior knowledge
- statistical methods
- synthetic data
- test data
- input data
- data structure
- experimental data
- statistical model
- similarity measure
- database
- data sets
- historical data
- noisy data
- probabilistic model
- preprocessing
- data analysis
- explanatory variables
- input variables
- predictive model
- linear regression
- correlation analysis
- missing values
- dimensional vector
- input output
- missing data
- high dimensional data
- data mining techniques
- knowledge discovery
- objective function
- training data
- parameter estimation
- support vector machine
- image data
- selection algorithm
- information loss
- data points
- bayesian methods
- probability distribution
- pairwise