An expected integrated error reduction function for accelerating Bayesian active learning of failure probability.
Pengfei WeiYu ZhengJiangfeng FuYuannan XuWeikai GaoPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- error reduction
- active learning
- semi supervised
- classification error
- probability distribution
- machine learning
- iterative learning
- significant improvement
- maximum likelihood
- semi supervised learning
- automatic relevance determination
- standard deviation
- pairwise
- class imbalance
- bayesian networks
- decision trees
- feature selection