Compound identification using random projection location-sensitive Hash for gas chromatography-mass spectrometry.
Li-Li CaoZhi-Shui ZhangJun ZhangPublished in: ICSAI (2014)
Keyphrases
- mass spectrometry
- random projections
- hash functions
- high throughput
- dimensionality reduction
- mass spectra
- random sampling
- dimension reduction
- original data
- sparse representation
- drug discovery
- similarity search
- principal component analysis
- microarray
- image reconstruction
- tandem mass spectrometry
- time of flight
- information retrieval
- decision trees
- high dimensionality
- input image
- knowledge discovery
- pattern recognition
- feature selection