Empirical Wavelet Transform Based Features for Classification of Parkinson's Disease Severity.
Qi Wei OungMuthusamy HariharanShafriza Nisha BasahHoi Leong LeeVikneswaran VijeanPublished in: J. Medical Syst. (2018)
Keyphrases
- feature extraction
- classification accuracy
- feature set
- classification method
- feature vectors
- feature extraction and classification
- extracted features
- classification process
- feature space
- wavelet features
- class labels
- classification models
- pattern recognition
- feature representation
- benchmark datasets
- svm classifier
- feature analysis
- extracting features
- features extraction
- support vector machine svm
- feature selection
- svm classification
- feature weights
- classification scheme
- machine learning
- pattern classification
- classification algorithm
- wavelet coefficients
- wavelet transform
- high dimensionality
- image classification
- low level
- gender classification
- multiscale
- training set
- support vector machine classifier
- neural network
- decision trees
- textural features
- support vector
- object recognition
- texture features
- feature subset