A sensitized variable selection control chart based on a classification algorithm for monitoring high-dimensional processes.
Shuai ZhangLi XueZhen HeYumin LiuZhongyuan XinPublished in: Qual. Reliab. Eng. Int. (2023)
Keyphrases
- variable selection
- classification algorithm
- high dimensional
- control charts
- input variables
- cross validation
- knn
- naive bayes
- low dimensional
- dimension reduction
- training set
- support vector machine
- k nearest neighbor
- high dimensional data
- classification method
- model selection
- concept drift
- class labels
- abnormal patterns
- high dimensionality
- process control
- feature space
- dimensionality reduction
- learning algorithm
- real time
- data points
- neural network
- principal component analysis
- nearest neighbor
- pattern recognition
- bayesian networks
- data mining