Towards estimating gene network using structure learning.
Suhaila ZainudinSafaai DerisPublished in: Computational Intelligence (2006)
Keyphrases
- structure learning
- gene regulatory networks
- gene networks
- graphical models
- bayesian networks
- conditional independence
- dynamic bayesian networks
- parameter estimation
- transfer learning
- network structure
- systems biology
- microarray
- microarray data
- belief propagation
- gene expression data
- markov networks
- approximate inference
- higher order
- maximum likelihood estimation
- probabilistic model
- conditional random fields
- feature selection