Active Learning of Ensemble Polynomial Chaos Expansion Method for Global Sensitivity Analysis.
Xiaobing ShangLipeng WangHai FangLingyun LuZhi ZhangPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- sensitivity analysis
- active learning
- managerial insights
- training set
- neural network
- variational inequalities
- influence diagrams
- query by committee
- learning algorithm
- semi supervised
- selective sampling
- random sampling
- feature selection
- data sets
- dynamic programming
- supervised learning
- particle swarm optimization
- unlabeled data
- prediction accuracy
- learning strategies
- training data
- ensemble methods
- machine learning