High dimensional reliability analysis based on combinations of adaptive Kriging and dimension reduction technique.
Yuxiang JiNing-Cong XiaoHongyou ZhanPublished in: Qual. Reliab. Eng. Int. (2022)
Keyphrases
- dimension reduction
- high dimensional
- reliability analysis
- low dimensional
- high dimensional problems
- high dimensional data
- variable selection
- high dimensionality
- principal component analysis
- dimensionality reduction
- manifold learning
- random projections
- feature space
- feature extraction
- similarity search
- feature selection
- high dimensions
- preprocessing
- singular value decomposition
- intrinsic dimension
- linear discriminant analysis
- cluster analysis
- data points
- data mining
- nearest neighbor
- computer vision
- pairwise
- pattern recognition
- decision trees
- learning algorithm
- data sets