Hierarchical analog circuit reliability analysis using multivariate nonlinear regression and active learning sample selection.
Elie MaricauDimitri de JongheGeorges G. E. GielenPublished in: DATE (2012)
Keyphrases
- sample selection
- reliability analysis
- active learning
- nonlinear regression
- analog circuits
- support vector machine
- linear regression
- training data
- fault diagnosis
- support vector regression
- machine learning
- selection strategy
- digital circuits
- regression model
- regression method
- supervised learning
- artificial intelligence
- training set
- learning process
- learning algorithm
- condition monitoring
- training examples
- svm classification
- labeled data
- power plant
- regression problems
- random sampling
- data sets
- regression methods
- pattern recognition
- object oriented
- classification accuracy