Multiscale entropy-based approach to automated surface EMG classification of neuromuscular disorders.
Rok IstenicProdromos A. KaplanisConstantinos S. PattichisDamjan ZazulaPublished in: Medical Biol. Eng. Comput. (2010)
Keyphrases
- multiscale
- automated classification
- classification process
- pattern recognition
- classification method
- support vector
- support vector machine
- classification accuracy
- classification scheme
- automatic classification
- feature extraction
- text classification
- edge detection
- supervised learning
- mutual information
- information theoretic
- pattern classification
- information theory
- classification models
- wavelet transform
- neural network
- feature selection
- image processing
- decision trees
- preprocessing
- machine learning algorithms
- decision rules
- feature vectors
- training set
- classification rules
- feature space
- training samples
- object recognition
- multiresolution
- scale space
- classification systems
- d objects
- semi automated
- data sets