EMG-control of prostheses by switch signals: extraction and classification of features.
Markus ReischlRalf MikutLutz GröllPublished in: SMC (1) (2004)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- classification method
- feature space
- classification process
- feature set
- feature extraction and classification
- eeg signals
- features extraction
- extracted features
- feature analysis
- feature subset
- classification models
- gender classification
- image features
- automatically extracted
- image classification
- pattern recognition
- benchmark datasets
- svm classifier
- feature representation
- class labels
- feature selection algorithms
- feature values
- feature construction
- high dimensionality
- decision tree classifiers
- supervised learning
- multi class
- training set
- pattern classification
- text classification
- roc curve
- classification scheme
- support vector machine
- low level
- irrelevant features
- control system
- decision trees
- acoustic signals
- machine learning
- feature reduction
- extracting features
- robot control
- weak classifiers
- independent component analysis
- machine learning algorithms
- support vector machine svm
- signal processing
- co occurrence
- feature selection