Classification of non-tumorous skin pigmentation disorders using voting based probabilistic linear discriminant analysis.
Yunfeng LiangLei SunWee SerFeng LinSteven Tien Guan ThngQiping ChenZhiping LinPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- scatter matrices
- linear discriminant analysis
- supervised dimensionality reduction
- discriminant analysis
- fisher criterion
- small sample size
- null space
- support vector machine svm
- dimension reduction
- discriminant features
- feature extraction
- feature space
- face recognition
- support vector
- class discrimination
- discriminative information
- dimensionality reduction
- class separability
- principal components analysis
- principal component analysis
- subspace methods
- dimensionality reduction methods
- singular value decomposition
- pattern recognition
- qr decomposition
- pca lda
- feature analysis
- support vector machine
- kernel discriminant analysis
- generative model
- feature vectors
- high dimensional
- linear discriminant
- novelty detection
- data analysis
- training set
- locality preserving projections
- image classification
- svm classifier
- generalized discriminant analysis
- neural network
- least squares
- decision trees
- image processing