Evaluation of periodic breathing in respiratory flow signal of elderly patients using SVM and linear discriminant analysis.
Sara ArgerichSergio HerreraSalvador BenitoBeatriz F. GiraldoPublished in: EMBC (2016)
Keyphrases
- linear discriminant analysis
- support vector machine svm
- support vector
- discriminant analysis
- feature space
- face recognition
- principal component analysis
- feature extraction
- dimension reduction
- discriminant features
- knn
- dimensionality reduction
- small sample size
- support vector machine
- svm classifier
- fisher criterion
- null space
- class separability
- nonparametric discriminant analysis
- linear discriminant
- scatter matrix
- k nearest neighbor
- kernel methods
- patient data
- signal processing
- feature vectors
- pattern recognition
- svm classification
- subspace methods
- chronic disease
- face images
- decision trees
- feature selection
- qr decomposition
- machine learning