A Systems Biology Approach to Solving the Puzzle of Unknown Genomic Gene-Function Association Using Grid-Ready SVM Committee Machines.
Tsung-Lu Michael LeeJung-Hsien ChiangPublished in: IEEE Comput. Intell. Mag. (2012)
Keyphrases
- systems biology
- high throughput
- genome wide
- gene function
- biological information
- microarray
- gene regulatory networks
- biological data
- gene ontology
- gene regulation
- genomic data
- cell cycle
- protein protein interactions
- data acquisition
- saccharomyces cerevisiae
- gene selection
- biological systems
- biological networks
- biological processes
- signaling pathways
- gene expression
- interaction networks
- gene expression data
- machine learning
- sequence data
- feature selection
- gene networks
- microarray data
- computational biology
- transcription factors
- feature space
- graphical models
- life sciences
- molecular biology
- public databases
- data analysis
- data sets
- social networks
- network model