Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach.
Gianvito PioDonato MalerbaDomenica D'EliaMichelangelo CeciPublished in: BMC Bioinform. (2014)
Keyphrases
- ensemble learning
- gene regulatory networks
- semi supervised
- unlabeled data
- reverse engineering
- gene expression data
- labeled data
- network model
- generalization ability
- semi supervised learning
- ensemble methods
- biological data
- feature selection
- structure learning
- dynamic bayesian networks
- bayesian inference
- supervised learning
- unsupervised learning
- random forest
- knowledge discovery
- concept drift
- pairwise
- graphical models
- active learning
- software engineering
- bayesian networks
- microarray data
- data mining