Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks.
Seiya ImotoTomoyuki HiguchiTakao GotoKousuke TashiroSatoru KuharaSatoru MiyanoPublished in: CSB (2003)
Keyphrases
- gene networks
- biological knowledge
- gene regulatory networks
- gene expression data
- microarray
- bayesian networks
- gene expression
- structure learning
- high throughput
- microarray data
- dynamic bayesian networks
- reverse engineering
- systems biology
- network model
- biological processes
- graphical models
- gene ontology
- gene selection
- high dimensionality
- bayesian inference
- protein protein interactions
- high dimensional data
- biological networks
- gene expression profiles
- data sets
- molecular biology
- conditional independence
- biological data
- experimental conditions
- microarray datasets
- probabilistic inference