Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data.
Li-Li CaoZhi-Shui ZhangPeng ChenJun ZhangPublished in: ICIC (3) (2015)
Keyphrases
- mass spectrometry
- mass spectrometry data
- random projections
- high throughput
- dimensionality reduction
- dimension reduction
- original data
- image reconstruction
- drug discovery
- microarray
- sparse representation
- random sampling
- low dimensional
- principal component analysis
- hash functions
- pattern classification
- data analysis
- time of flight
- nearest neighbor