Ensemble regularized linear discriminant analysis classifier for P300-based brain-computer interface.
Akinari OnishiKiyohisa NatsumePublished in: EMBC (2013)
Keyphrases
- linear discriminant analysis
- feature space
- support vector
- discriminant analysis
- feature reduction
- generalized discriminant analysis
- classifier ensemble
- multiple classifiers
- face recognition
- dimensionality reduction
- training data
- kernel discriminant analysis
- dimension reduction
- feature selection
- small sample size
- principal component analysis
- feature extraction
- training set
- support vector machine svm
- discriminant features
- learning algorithm
- support vector machine
- discriminative information
- linear discriminant
- neural network
- svm classifier
- null space
- fisher criterion
- feature set
- ensemble methods
- decision trees
- subspace methods
- training samples
- least squares
- logistic regression
- scatter matrices
- high dimensional
- base classifiers
- high dimensionality
- high dimensional data
- pattern recognition
- nearest neighbor classification
- data points
- image processing
- scatter matrix