Sketched Stochastic Dictionary Learning for large-scale data and application to high-throughput mass spectrometry.
Olga PermiakovaThomas BurgerPublished in: Stat. Anal. Data Min. (2022)
Keyphrases
- high throughput
- mass spectrometry
- proteomic data
- data acquisition
- genomic data
- interaction networks
- data sets
- microarray
- mass spectrometry data
- biological data
- dictionary learning
- data analysis
- spectral data
- systems biology
- high quality
- sparse representation
- data mining
- high throughput technologies
- image data
- real time
- biological knowledge
- high dimensional
- data sources
- knowledge discovery
- data collection
- data mining techniques
- sensor networks