A two-stage method for MUAP classification based on EMG decomposition.
Christos D. KatsisThemis P. ExarchosCostas PapaloukasYorgos GoletsisDimitrios I. FotiadisIoannis SarmasPublished in: Comput. Biol. Medicine (2007)
Keyphrases
- classification method
- support vector machine svm
- significant improvement
- classification process
- preprocessing
- pattern classification
- high accuracy
- high precision
- training samples
- feature set
- classification accuracy
- computational cost
- support vector machine
- classification scheme
- accuracy rate
- decomposition method
- segmentation method
- unsupervised learning
- decision rules
- ordinal data
- machine learning
- model selection
- similarity measure
- class labels
- clustering method
- probabilistic model
- machine learning methods
- cost function
- feature space
- training phase
- pattern recognition
- objective function
- genetic algorithm