biRte: Bayesian inference of context-specific regulator activities and transcriptional networks.
Holger FröhlichPublished in: Bioinform. (2015)
Keyphrases
- machine learning
- bayesian inference
- context specific
- gene regulatory networks
- prior information
- regulatory networks
- probabilistic model
- hyperparameters
- qualitative probabilistic networks
- factored mdps
- hierarchical bayesian
- gibbs sampler
- hidden variables
- domain specific
- statistical inference
- variational bayes
- network structure
- feature selection
- decision trees
- particle filter
- systems biology
- bayesian model
- variational inference
- biological networks
- markov networks
- international conference
- steady state
- data sets
- gaussian mixture model