Inferring Gene Regulatory Networks from Time-Series Expressions Using Random Forests Ensemble.
D. A. K. MadurangaJie ZhengPiyushkumar A. MundraJagath C. RajapaksePublished in: PRIB (2013)
Keyphrases
- random forests
- gene regulatory networks
- random forest
- ensemble methods
- reverse engineering
- gene expression data
- network model
- decision trees
- logistic regression
- biological data
- decision tree ensembles
- machine learning algorithms
- tree ensembles
- bayesian inference
- structure learning
- dynamic bayesian networks
- randomized trees
- base classifiers
- object oriented
- neural network
- databases
- microarray
- benchmark datasets
- probabilistic model
- data analysis