Classification of Mechanical Faults in Rotating Machines Using SMOTE Method and Deep Neural Networks.
Maher MessaoudiShady S. RefaatMohamed MassaoudiAli GhrayebHaitham Abu-RubPublished in: IECON (2022)
Keyphrases
- support vector machine svm
- neural network
- classification method
- pattern recognition
- classification accuracy
- support vector machine
- benchmark data sets
- test data
- preprocessing
- multi class
- classification process
- pattern classification
- machine learning methods
- classification algorithm
- cross validation
- training process
- model selection
- pairwise
- rule extraction
- training data
- classification rules
- feature extraction
- fuzzy decision trees
- test set
- machine learning algorithms
- data sets
- training samples
- supervised learning
- feature space
- support vector