A Canonical Correlation Analysis-Based Dynamic Bayesian Network Prior to Infer Gene Regulatory Networks from Multiple Types of Biological Data.
Brittany BaurSerdar BozdagPublished in: J. Comput. Biol. (2015)
Keyphrases
- gene regulatory networks
- biological data
- dynamic bayesian networks
- high throughput
- data analysis
- statistical methods
- knowledge discovery
- data integration
- prior knowledge
- microarray data
- least squares
- bayesian networks
- prior information
- data sources
- gene expression data
- microarray
- network model
- statistical analysis
- probabilistic model
- pattern recognition