A novel method for automated EMG decomposition and MUAP classification.
Christos D. KatsisYorgos GoletsisAristidis LikasDimitrios I. FotiadisIoannis SarmasPublished in: Artif. Intell. Medicine (2006)
Keyphrases
- classification accuracy
- classification method
- decomposition method
- preprocessing
- cost function
- support vector machine
- support vector machine svm
- detection method
- pattern classification
- machine learning methods
- high accuracy
- pattern recognition
- fully automatic
- cross validation
- decision rules
- classification rate
- classification algorithm
- training phase
- significant improvement
- artificial neural networks
- training set
- objective function
- similarity measure
- ordinal data
- classification scheme
- benchmark data sets
- classification process
- automated classification
- text classification
- clustering method
- training samples
- unsupervised learning
- data sets
- image classification
- feature set
- rough sets
- multi class
- computational cost
- feature selection
- genetic algorithm
- machine learning