Granger Causality in Systems Biology: Modeling Gene Networks in Time Series Microarray Data Using Vector Autoregressive Models.
André FujitaPatricia SeverinoJoão Ricardo SatoSatoru MiyanoPublished in: BSB (2010)
Keyphrases
- gene networks
- microarray data
- systems biology
- microarray
- high throughput
- biological data
- gene regulatory networks
- gene expression data
- gene expression
- gene selection
- data sets
- high dimensional
- biological systems
- feature selection
- biological networks
- feature vectors
- dynamic bayesian networks
- gene expression profiles
- cluster analysis
- data analysis
- gene ontology
- microarray datasets