Parallel adaptive ensemble of metamodels combined with hypersphere sampling for rare failure events.
Fukang XinPan WangQirui WangLei LiLei ChengHuajin LeiFangyun MaPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- rare events
- event detection
- neural network
- imbalanced data
- parallel processing
- parallel implementation
- component failures
- adaptive sampling
- hyperplane
- temporal patterns
- parameter space
- monte carlo
- ensemble methods
- random forest
- random sampling
- euclidean distance
- ensemble classifier
- temporal relations
- multi class
- training set
- learning algorithm
- data sets