Fused Regression for Multi-source Gene Regulatory Network Inference.
Kari Y. LamZachary M. WestrickChristian L. MüllerLionel A. ChristiaenRichard BonneauPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- multi source
- data fusion
- gene regulatory networks
- information fusion
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- network model
- regression model
- gene expression data
- graphical models
- structure learning
- reverse engineering
- multiple sources
- data integration
- bayesian networks
- metropolis hastings algorithm
- conditional random fields
- probabilistic inference
- model selection
- exact inference
- data sources
- biological data
- particle filtering
- probabilistic model
- data mining
- markov networks
- approximate inference
- database
- data management