An expert system based on linear discriminant analysis and adaptive neuro-fuzzy inference system to diagnosis heart valve diseases.
Abdulkadir SengürPublished in: Expert Syst. Appl. (2008)
Keyphrases
- linear discriminant analysis
- cardiovascular disease
- medical diagnosis
- discriminant analysis
- expert systems
- face recognition
- dimensionality reduction
- principal component analysis
- heart disease
- dimension reduction
- small sample size
- feature extraction
- support vector machine svm
- discriminant features
- support vector
- feature space
- high dimensional data
- principal components analysis
- null space
- fisher criterion
- svm classification
- multivariate statistical
- discriminative information
- class separability
- linear discriminant
- scatter matrices
- subspace methods
- discriminant vectors
- dealing with high dimensional data
- k nearest neighbor
- subspace analysis
- neural network
- distance measure
- knn
- high dimensional