The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis.
Matthias Sebastian TrederAnne K. PorbadnigkForooz Shahbazi AvarvandKlaus-Robert MüllerBenjamin BlankertzPublished in: NeuroImage (2016)
Keyphrases
- linear discriminant analysis
- discriminant analysis
- face recognition
- dimensionality reduction
- principal component analysis
- dimension reduction
- support vector
- feature extraction
- discriminant vectors
- null space
- small sample size
- subspace methods
- high dimensional data
- feature space
- support vector machine svm
- discriminant features
- fisher criterion
- discriminative information
- class separability
- worst case
- generalized discriminant analysis
- scatter matrix
- kernel discriminant analysis
- dealing with high dimensional data
- subspace analysis
- face images
- high dimensional
- feature selection
- nonparametric discriminant analysis
- data sets