Integrative random forest for gene regulatory network inference.
Francesca PetraliaPei WangJialiang YangZhidong TuPublished in: Bioinform. (2015)
Keyphrases
- random forest
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- network model
- decision trees
- graphical models
- gene expression data
- conditional random fields
- reverse engineering
- feature set
- probabilistic inference
- structure learning
- approximate inference
- ensemble methods
- multi label
- exact inference
- cancer classification
- base classifiers
- bayesian networks
- particle filtering
- particle filter
- biological data
- markov random field
- object oriented
- nearest neighbor