An Ensemble Method to Reconstruct Gene Regulatory Networks Based on Multivariate Adaptive Regression Splines.
Ruiqing ZhengMin LiXiang ChenSiyu ZhaoFang-Xiang WuYi PanJianxin WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- ensemble methods
- gene regulatory networks
- multivariate adaptive regression splines
- network model
- reverse engineering
- prediction accuracy
- gene expression data
- support vector regression
- benchmark datasets
- decision trees
- machine learning methods
- biological data
- random forest
- bayesian inference
- dynamic bayesian networks
- structure learning
- learning algorithm
- feature selection
- text mining
- pattern recognition
- image segmentation