Fault Diagnosis of Analogue Circuits Using Hyper-sphere SVM and AdaBoost.
Chong LiuJundong ZhangGuang RenPublished in: ISCID (1) (2009)
Keyphrases
- hyper sphere
- fault diagnosis
- weak learners
- analog circuits
- neural network
- ensemble learning
- expert systems
- support vector
- support vectors
- adaboost algorithm
- multi class
- support vector data description
- sample set
- multi class classification
- fault detection
- linear classifiers
- bp neural network
- rbf neural network
- face detection
- object detection
- learning algorithm
- fuzzy logic
- boosting algorithms
- support vector machine
- generalization error
- feature selection
- weak classifiers
- binary classification problems
- genetic algorithm
- novelty detection
- training data
- ensemble classifier
- base classifiers
- ensemble methods
- cost sensitive
- kernel function
- digital circuits
- semi supervised
- decision trees