An SVM - ANN Hybrid Classifier for Diagnosis of Gear Fault.
Sunil TyagiSk PanigrahiPublished in: Appl. Artif. Intell. (2017)
Keyphrases
- fault diagnosis
- support vector
- svm classifier
- support vector machine
- fault detection
- artificial neural networks
- neural network
- support vector machine svm
- training data
- multiple faults
- feature selection
- classification algorithm
- classification method
- svm classification
- text classifiers
- feature space
- expert systems
- training process
- multi class svm
- fault detection and isolation
- high classification accuracy
- fuzzy logic
- training set
- fuzzy support vector machine
- ensemble classifier
- fold cross validation
- decision boundary
- decision forest
- radial basis function
- rule based classifier
- small sample
- using artificial neural networks
- image classification
- back propagation
- decision function
- hyperplane
- train a support vector machine
- bayes classifier
- input features
- knn
- multiple kernel learning
- text classification
- feature vectors
- support vectors
- linear classifiers
- multiclass classification
- k nearest neighbor
- kernel function
- fault model
- fault isolation
- power plant
- linear svm
- feature ranking
- ls svm
- kernel methods
- multi class
- bayesian classifiers
- discriminative classifiers
- multi layer perceptron
- logistic regression
- feature set
- decision trees
- learning algorithm
- genetic algorithm