Classification of surface electromyogram signals based on directed acyclic graphs and support vector machines.
Xinhui HuJiangming KanWenbin LiPublished in: Turkish J. Electr. Eng. Comput. Sci. (2018)
Keyphrases
- support vector
- directed acyclic graph
- classification accuracy
- large margin classifiers
- generalization ability
- emg signals
- learning machines
- support vector machine
- independent component analysis
- svm classifier
- support vector machine svm
- cross validation
- random variables
- decision rules
- training set
- structural learning
- causal reasoning
- eeg signals
- maximum margin
- undirected graph
- decision trees
- equivalence class
- conditional independence
- kernel function
- signal processing
- class labels