Classification of surface electromyographic signals by means of multifractal singularity spectrum.
Gang WangDoutian RenPublished in: Medical Biol. Eng. Comput. (2013)
Keyphrases
- emg signals
- pattern recognition
- support vector machine svm
- automatic classification
- support vector
- support vector machine
- classification accuracy
- machine learning
- class labels
- text classification
- feature space
- fractal analysis
- image classification
- preprocessing
- three dimensional
- spectral analysis
- decision trees
- image processing
- feature selection
- sleep stage
- classification models
- pattern classification
- multifractal analysis
- texture analysis
- benchmark datasets
- model selection
- feature set
- supervised learning
- multi class
- feature vectors
- training data
- feature extraction