A Windowed Eigenspectrum Method for Multivariate sEMG Classification During Reaching Movements.
Joyce ChiangZ. Jane WangMartin J. McKeownPublished in: IEEE Signal Process. Lett. (2008)
Keyphrases
- classification method
- preprocessing
- classification process
- benchmark data sets
- classification accuracy
- support vector machine
- detection method
- ordinal data
- classification algorithm
- feature set
- support vector machine svm
- model selection
- accuracy rate
- decision rules
- unsupervised learning
- high accuracy
- dynamic programming
- significant improvement
- feature vectors
- objective function
- machine learning
- text classification
- image classification
- clustering method
- segmentation method
- cost function
- machine learning methods
- statistical tests
- training phase
- pairwise
- similarity measure