An active learning method using deep adversarial autoencoder-based sufficient dimension reduction neural network for high-dimensional reliability analysis.
Yuequan BaoHuabin SunXiaoshu GuanYuxuan TianPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- dimension reduction
- high dimensional
- neural network
- active learning
- high dimensional data
- high dimensional problems
- reliability analysis
- low dimensional
- high dimensionality
- singular value decomposition
- clustering method
- input data
- pairwise
- association rules
- pattern recognition
- image processing
- variable selection
- decomposition method
- dimension reduction methods
- principal component analysis
- semi supervised
- support vector machine
- preprocessing
- data analysis
- similarity measure
- data mining