A Bayesian active learning strategy for sequential experimental design in systems biology.
Edouard PauwelsChristian LajaunieJean-Philippe VertPublished in: BMC Syst. Biol. (2014)
Keyphrases
- learning strategies
- experimental design
- systems biology
- active learning
- high throughput
- virtual learning environments
- biological systems
- biological networks
- gene regulatory networks
- empirical studies
- online learning
- biological data
- sample size
- molecular biology
- protein protein interactions
- academic achievement
- blended learning
- bayesian inference
- bayesian networks
- feature selection
- computational biology
- learning process
- training set
- network model
- reverse engineering
- data mining
- computational models
- microarray
- virtual world
- labeled data