Network Fault Diagnosis Using Hierarchical SVMs Based on Kernel Method.
Li ZhangXiangru MengHua ZhouPublished in: WKDD (2009)
Keyphrases
- fault diagnosis
- kernel methods
- support vector
- kernel function
- neural network
- expert systems
- support vector machine
- fault detection
- chemical process
- fault detection and diagnosis
- learning problems
- machine learning
- multiple faults
- electronic equipment
- bp neural network
- operating conditions
- fuzzy logic
- kernel matrix
- condition monitoring
- analog circuits
- power transformers
- artificial neural networks
- gas turbine
- multi sensor information fusion
- monitoring and fault diagnosis
- feature selection
- feature space
- rbf neural network
- reproducing kernel hilbert space
- rotating machinery
- kernel principal component analysis
- support vector regression