Classification of Complex Power Quality Disturbances Using Optimized S-Transform and Kernel SVM.
Qiu TangWei QiuYicong ZhouPublished in: IEEE Trans. Ind. Electron. (2020)
Keyphrases
- support vector
- support vector machine svm
- svm classification
- support vector machine
- svm classifier
- kernel function
- classification method
- power quality disturbance
- feature space
- kernel methods
- feature vectors
- pattern recognition
- histogram intersection kernel
- classification algorithm
- classification accuracy
- generalization ability
- machine learning
- feature selection
- decision trees
- training set
- standard svm
- multiple kernel learning
- kernel machines
- probabilistic neural network
- rbf kernel
- knn
- decision function
- signal processing
- artificial intelligence
- hyperplane
- support vectors
- string kernels
- multi class
- mercer kernel
- kernel parameters
- tree kernels
- training data
- wavelet transform
- fuzzy logic
- supervised learning
- polynomial kernels
- multiscale
- text classification
- image classification