Fault Diagnosis of Power Transformers Using SVM/ANN with Clonal Selection Algorithm for Features and Kernel Parameters Selection.
Ming-Yuan ChoTsair-Fwu LeeShih-Wei KauChin-Shiuh ShiehChao-Ji ChouPublished in: ICICIC (1) (2006)
Keyphrases
- fault diagnosis
- kernel parameters
- support vector
- neural network
- clonal selection algorithm
- feature subset
- feature vectors
- svm classifier
- kernel function
- bp neural network
- expert systems
- feature set
- feature space
- artificial immune system
- artificial neural networks
- kernel methods
- support vector machine svm
- support vector machine
- feature selection
- gaussian processes
- fuzzy logic
- selection strategy
- training process
- rbf neural network
- genetic algorithm ga
- knowledge base
- selection algorithm
- feature extraction
- training data
- classification accuracy
- multiple kernel learning
- artificial intelligence
- kernel machines
- genetic algorithm
- machine learning