Weighted ensemble learning of Bayesian network for gene regulatory networks.
Hasna NjahSalma JamoussiPublished in: Neurocomputing (2015)
Keyphrases
- ensemble learning
- gene regulatory networks
- bayesian networks
- structure learning
- dynamic bayesian networks
- network model
- gene expression data
- generalization ability
- reverse engineering
- ensemble methods
- biological data
- graphical models
- bayesian inference
- base classifiers
- probabilistic inference
- conditional independence
- concept drift
- artificial intelligence
- data mining
- random forest
- microarray
- naive bayes
- approximate inference
- probabilistic model
- gene expression
- prediction accuracy
- parameter estimation
- multi class
- probability distribution
- feature selection