An intelligent diagnosis system based on principle component analysis and ANFIS for the heart valve diseases.
Engin AvciIbrahim TürkogluPublished in: Expert Syst. Appl. (2009)
Keyphrases
- principle component analysis
- cardiovascular disease
- svm classification
- heart disease
- independent component analysis
- svm classifier
- dimension reduction
- face recognition
- feature extraction
- lower dimensional
- support vector machine svm
- neural network
- covariance matrix
- support vector machine
- feature space
- support vector
- principal components analysis
- principal component analysis
- high dimensional
- face databases
- random projections
- similarity measure
- kernel pca
- image reconstruction
- nearest neighbor classifier
- dimensionality reduction methods
- singular value decomposition
- kernel function
- unsupervised learning
- image classification
- machine learning