Feature Selection by Lorentzian Peak Reconstruction for ^1NMR Post-Processing.
Hyung-Won KohSasidhar MaddulaJörg LambertRoland HergenröderLars HildebrandPublished in: CBMS (2008)
Keyphrases
- post processing
- feature selection
- reconstructed image
- preprocessing
- nmr spectra
- feature extraction
- machine learning
- text categorization
- human experts
- image reconstruction
- high resolution
- support vector machine
- feature selection algorithms
- text classification
- feature space
- tomographic reconstruction
- classification accuracy
- image quality
- protein structure
- feature set
- reconstruction method
- filtering method
- pattern extraction
- databases
- nuclear magnetic resonance
- post processed
- knn
- data mining process
- dimensionality reduction
- shape error concealment