Data reduction of isotope-resolved LC-MS spectra.
Peicheng DuRajagopalan SudhaMichael B. PrystowskyRuth Hogue AngelettiPublished in: Bioinform. (2007)
Keyphrases
- data reduction
- mass spectra
- data compression
- preprocessing
- data analysis
- classification accuracy
- classification rules
- knowledge discovery
- data mining
- instance selection
- feature selection
- representative subset
- model selection
- rough set theory
- principal component analysis
- clustering algorithm
- hyperspectral images
- mass spectrometry
- dimensionality reduction
- hyperspectral
- image quality
- genetic programming
- rough sets
- singular value decomposition
- high dimensionality
- learning algorithm
- genetic algorithm
- neural network