Seeded Bayesian Networks: Constructing genetic networks from microarray data.
Amira DjebbariJohn QuackenbushPublished in: BMC Syst. Biol. (2008)
Keyphrases
- microarray data
- regulatory networks
- bayesian networks
- dna microarray
- microarray
- gene expression
- gene expression data
- gene selection
- data sets
- biological data
- feature selection
- high dimensional
- cluster analysis
- structure learning
- gene expression profiles
- graphical models
- small sample size
- conditional independence
- gene sets
- high throughput
- systems biology
- probabilistic model
- approximate inference
- nearest neighbor
- feature space