Effect of Feature and Channel Selection on EEG Classification.
Ahmed Al-AniAkram AlSukkerPublished in: EMBC (2006)
Keyphrases
- feature vectors
- eeg signals
- feature set
- pattern recognition
- eeg data
- support vector
- selection criterion
- classification accuracy
- motor imagery
- feature analysis
- feature extraction
- benchmark datasets
- support vector machine svm
- automatic classification
- feature subset
- neural network
- classification models
- feature representation
- classification systems
- selection scheme
- classification algorithm
- image classification
- training set
- machine learning
- classification method
- decision trees
- svm classification
- sleep stage
- data sets
- redundant features
- preprocessing stage
- brain activity
- irrelevant features
- feature selection
- preprocessing
- feature space
- active learning
- image features
- multi channel
- pattern classification