Nonlinear Principal Component Analysis with Random Bernoulli Features for Process Monitoring

Ke Chen, Dandan Jiang

The process generates substantial amounts of data with highly complex structures, leading to the development of numerous nonlinear statistical methods. However, most of these metho…