AK-SESC: a novel reliability procedure based on the integration of active learning kriging and sequential space conversion method.
Ala AmeryanMansour GhalehnoviMohsen RashkiPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- active learning
- synthetic data
- detection method
- experimental evaluation
- preprocessing
- support vector machine svm
- significant improvement
- similarity measure
- iterative procedure
- dynamic programming
- cost function
- pairwise
- model selection
- training samples
- objective function
- multiscale
- high precision
- optimization method
- decision trees
- completely automatic