Inferring gene networks from time series microarray data using dynamic Bayesian networks.
SunYong KimSeiya ImotoSatoru MiyanoPublished in: Briefings Bioinform. (2003)
Keyphrases
- gene networks
- dynamic bayesian networks
- microarray data
- gene regulatory networks
- microarray
- bayesian networks
- particle filtering
- approximate inference
- gene expression
- gene expression data
- gene selection
- systems biology
- structure learning
- feature selection
- cluster analysis
- data sets
- high dimensional
- microarray datasets
- biological data
- state variables
- graphical models
- visual tracking
- prior information
- network model
- machine learning