Semi-Supervised Sequential Kernel Regression Models with Penalty Functions.
Hengjin TangSadaaki MiyamotoYasunori EndoPublished in: J. Adv. Comput. Intell. Intell. Informatics (2015)
Keyphrases
- regression model
- penalty functions
- semi supervised
- penalty function
- constrained optimization
- model selection
- objective function
- regression method
- regression analysis
- prediction model
- regression methods
- kernel function
- pairwise
- estimation problems
- labeled data
- interval valued data
- gaussian process
- linear model
- active learning
- support vector
- target variable
- neural network
- regression trees
- explanatory variables
- evolutionary algorithm
- feature space
- multivariate regression
- cross validation
- locally weighted
- genetic algorithm