Automatic schizophrenia discrimination on fNIRS by using PCA and SVM.
Hong SongIordachescu Ilie Mihaita BogdanShuliang WangWentian DongWenxiang QuanWeimin DangXin YuPublished in: BIBM (2016)
Keyphrases
- principal component analysis
- dimension reduction methods
- support vector
- support vector machine svm
- svm classifier
- support vector machine
- principal components analysis
- feature selection
- knn
- medical images
- feature extraction
- principal components
- semi automatic
- kernel pca
- feature space
- training set
- dimensionality reduction
- kernel function
- principle component analysis
- subspace methods
- training data
- image classification
- multi class classification
- support vectors
- dimension reduction
- radial basis function
- independent component analysis
- fully automatic
- multi class