An ensemble method for reconstructing gene regulatory network with jackknife resampling and arithmetic mean fusion.
Chen ZhouShao-Wu ZhangFei LiuPublished in: Int. J. Data Min. Bioinform. (2015)
Keyphrases
- ensemble methods
- gene regulatory networks
- prediction accuracy
- network model
- reverse engineering
- gene expression data
- machine learning methods
- decision trees
- benchmark datasets
- random forest
- base classifiers
- bayesian inference
- information fusion
- biological data
- dynamic bayesian networks
- fusion method
- structure learning
- data fusion
- multi sensor
- ensemble classifier
- high throughput
- pattern recognition
- image fusion
- feature subset
- labeled data
- software engineering
- bayesian networks
- neural network