Twin SVM for gesture classification using the surface electromyogram.
Ganesh R. NaikDinesh Kant Kumar JayadevaPublished in: IEEE Trans. Inf. Technol. Biomed. (2010)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature selection
- classification method
- classification algorithm
- feature vectors
- improves the classification accuracy
- classification accuracy
- machine learning
- svm classification
- multi class
- decision boundary
- classification models
- hidden markov models
- high classification accuracy
- support vectors
- pattern classification
- decision trees
- kernel function
- text classification
- training set
- d objects
- training data
- histogram intersection kernel
- kernel methods
- independent component analysis
- fuzzy support vector machine
- partially supervised
- supervised learning
- sequential minimal optimization
- fold cross validation
- multi class svm
- support vector machine classifiers
- multiclass support vector machines
- unbalanced data
- neural network
- hand movements
- knn
- structured output
- maximum margin
- multi class classification
- feature set
- cost sensitive
- k nearest neighbor
- cross validation
- feature space