Machine learning based analyses on metabolic networks supports high-throughput knockout screens.
Kitiporn PlaimasJan-Phillip MallmMarcus OswaldFabian SvaraVictor SourjikRoland EilsRainer KönigPublished in: BMC Syst. Biol. (2008)
Keyphrases
- high throughput
- metabolic networks
- biological data
- machine learning
- escherichia coli
- metabolic pathways
- microarray
- systems biology
- genome wide
- molecular biology
- genomic data
- biological processes
- protein protein interactions
- regulatory networks
- life sciences
- biological networks
- data acquisition
- machine learning methods
- statistical methods
- data analysis
- knowledge discovery
- feature selection
- data mining
- text mining
- mass spectrometry
- databases
- microarray data
- computational biology
- real time
- monitoring system
- gene expression
- data processing
- natural language processing
- data sets