A novel fuzzy approach for automatic Brunnstrom stage classification using surface electromyography.
Luca LiparuloZhe ZhangMassimo PanellaXudong GuQiang FangPublished in: Medical Biol. Eng. Comput. (2017)
Keyphrases
- classification accuracy
- feature extraction
- fuzzy classification
- classification method
- decision trees
- pattern recognition
- decision rules
- preprocessing stage
- support vector machine svm
- machine learning
- classification process
- machine learning methods
- class labels
- benchmark datasets
- rule generation
- fuzzy sets
- feature space
- rule extraction
- fuzzy decision trees
- statistical classification
- fuzzy rule based classifier
- classification scheme
- automatic classification
- surface reconstruction
- pattern classification
- genetic algorithm
- classification algorithm
- text classification
- fuzzy classifier
- image classification
- fuzzy logic
- preprocessing
- feature selection