Improving independent component analysis performances by variable selection.
Frédéric VrinsJohn Aldo LeeMichel VerleysenVincent VigneronChristian JuttenPublished in: NNSP (2003)
Keyphrases
- independent component analysis
- variable selection
- principal component analysis
- independent components
- factor analysis
- dimension reduction
- input variables
- cross validation
- signal processing
- high dimensional
- model selection
- blind source separation
- independent subspace analysis
- source separation
- high dimensional data
- dimensionality reduction
- fuzzy logic
- feature space
- support vector
- training data
- feature extraction
- image processing
- computer vision
- data sets