Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System.
María Teresa García-OrdásHéctor Alaiz-MoretónJosé Luís Casteleiro-RocaEsteban JoveJosé Alberto Benítez-AndradesIsaías García-RodríguezHéctor QuintiánJosé Luís Calvo-RollePublished in: Cybern. Syst. (2023)
Keyphrases
- regression model
- prediction model
- cluster membership
- linear model
- regression analysis
- generalized linear models
- clustering algorithm
- model selection
- k means
- regression methods
- clustering method
- explanatory variables
- gaussian process
- independent variables
- multivariate regression
- kernel regression
- infrared
- outlier detection
- multiple linear regression
- interval valued data
- regression trees
- regression method
- support vector regression
- linear regression model
- predictor variables
- unsupervised learning
- neural network
- target variable
- prediction intervals
- software effort
- support vector machine