Support vector machine with parameter optimization by a novel hybrid method and its application to fault diagnosis.
Xiaoyuan ZhangDaoyin QiuFuan ChenPublished in: Neurocomputing (2015)
Keyphrases
- hybrid method
- fault diagnosis
- parameter optimization
- support vector machine
- expert systems
- neural network
- fault detection
- support vector machine svm
- support vector
- bp neural network
- rbf neural network
- condition monitoring
- fuzzy logic
- machine learning
- feature selection
- knn
- training data
- feature space
- genetic algorithm ga
- decision making
- feature vectors
- differential evolution
- genetic algorithm
- radial basis function
- knowledge base
- training set
- artificial intelligence
- information fusion
- computational intelligence
- data sets