Near-optimal selection of parallel inputs in Bayesian experimental design for systems biology.
Alberto Giovanni BusettoJohn LygerosPublished in: ECC (2014)
Keyphrases
- mathematical modeling
- systems biology
- experimental design
- high throughput
- biological systems
- biological data
- biological networks
- active learning
- empirical studies
- gene regulatory networks
- molecular biology
- microarray
- computational biology
- protein protein interactions
- sample size
- bayesian networks
- input data
- feature selection
- life sciences
- reverse engineering
- game play
- data mining
- biologically inspired
- object oriented
- knowledge discovery
- social networks