Regularized Maximum Likelihood Linear Regression Adaptation for Computer-Assisted Language Learning Systems.
Dean LuoYu QiaoNobuaki MinematsuKeikichi HirosePublished in: IEICE Trans. Inf. Syst. (2011)
Keyphrases
- computer assisted
- learning systems
- linear regression
- maximum likelihood
- least squares
- technology enhanced learning systems
- adaptive systems
- computer aided
- computer supported
- regression methods
- regression problems
- learning process
- intraoperative
- learning environment
- learning resources
- learning materials
- foreign language
- ridge regression
- machine learning
- natural language
- linear regression model
- regression method
- em algorithm
- speaker adaptation
- expectation maximization
- maximum a posteriori
- nonlinear regression
- language learning
- learning styles
- machine learning systems
- pattern recognition
- locally weighted
- three dimensional
- hyperparameters
- risk minimization
- image analysis
- computer vision