A Bayesian approach for structure learning in oscillating regulatory networks.
Daniel Trejo-BañosAndrew J. MillarGuido SanguinettiPublished in: Bioinform. (2015)
Keyphrases
- structure learning
- regulatory networks
- gene regulatory networks
- bayesian networks
- graphical models
- conditional independence
- dynamic bayesian networks
- systems biology
- parameter estimation
- microarray
- transfer learning
- gene expression data
- gene expression
- sample size
- network structure
- computational biology
- data sets
- information extraction
- reinforcement learning
- biological data
- microarray data
- biological systems
- natural language
- belief propagation
- least squares