Applying dynamic Bayesian networks to perturbed gene expression data.
Norbert DojerAnna GambinAndrzej MizeraBartek WilczynskiJerzy TiurynPublished in: BMC Bioinform. (2006)
Keyphrases
- gene expression data
- dynamic bayesian networks
- gene regulatory networks
- microarray
- gene expression
- bayesian networks
- microarray data
- data sets
- feature selection
- approximate inference
- analysis of gene expression data
- particle filtering
- high dimensionality
- structure learning
- high dimensional
- high dimensional data
- network model
- high throughput
- decision trees