Regularized partial least squares with an application to NMR spectroscopy.
Genevera I. AllenChristine B. PetersonMarina VannucciMirjana Maletic-SavaticPublished in: Stat. Anal. Data Min. (2013)
Keyphrases
- partial least squares
- nuclear magnetic resonance
- nmr spectra
- spectral data
- protein structure
- discriminant analysis
- dimension reduction
- chemical compounds
- canonical correlation analysis
- principal component regression
- factor analysis
- principal component analysis
- infrared
- least squares
- feature extraction
- ls svm
- pattern recognition
- data analysis
- image processing