Inferring evolution of gene duplicates using probabilistic models and nonparametric belief propagation.
Jia ZengSridhar HannenhalliPublished in: BMC Genom. (2013)
Keyphrases
- probabilistic model
- graphical models
- nonparametric belief propagation
- belief propagation
- generative model
- probabilistic inference
- conditional random fields
- horizontal gene transfer
- gene expression
- latent variables
- approximate inference
- bayesian networks
- microarray
- bayesian inference
- gene expression data
- expectation maximization
- gene duplication
- machine learning
- bayesian framework