Structural reliability assessment through surrogate based importance sampling with dimension reduction.
Miguel Munoz ZunigaAchille MurangiraTimothée PerdrizetPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- dimension reduction
- importance sampling
- reliability assessment
- monte carlo
- feature extraction
- principal component analysis
- markov chain
- kalman filter
- high dimensional
- particle filter
- low dimensional
- high dimensional data
- power system
- feature selection
- feature space
- linear discriminant analysis
- particle filtering
- singular value decomposition
- cluster analysis
- approximate inference
- unsupervised learning
- high dimensionality
- data sets
- pairwise
- neural network
- microarray
- nearest neighbor
- preprocessing
- learning algorithm
- machine learning