Monte Carlo simulation using support vector machine and kernel density for failure probability estimation.
Seunggyu LeePublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- monte carlo simulation
- probability estimation
- kernel density
- support vector machine
- monte carlo
- mean shift
- multi class classification
- classification algorithm
- markov chain
- decision trees
- multi class
- naive bayes
- hidden markov models
- binary classification
- svm classifier
- support vector
- training data
- feature selection
- feature vectors
- roc curve
- feature space
- kernel methods
- training set
- machine learning
- knn
- classification accuracy
- text categorization
- kernel function
- k nearest neighbor
- classification trees
- feature extraction
- particle filter