A new dynamic Bayesian network (DBN) approach for identifying gene regulatory networks from time course microarray data.
Min ZouSuzanne D. ConzenPublished in: Bioinform. (2005)
Keyphrases
- gene regulatory networks
- microarray data
- gene expression data
- dynamic bayesian networks
- biological data
- gene networks
- microarray
- approximate inference
- gene expression
- regulatory networks
- gene selection
- data sets
- graphical models
- high dimensional
- network model
- feature selection
- parameter estimation
- high throughput
- reverse engineering
- high dimensionality
- bayesian networks
- probabilistic inference
- gene expression profiles
- cluster analysis
- structure learning
- belief networks
- particle filtering
- gene ontology
- belief propagation
- high dimensional data
- data analysis
- clustering algorithm