Mixture robust semi-supervised probabilistic principal component regression with missing input data

A Memarian, SK Varanasi, B Huang - Chemometrics and Intelligent …, 2021 - Elsevier
Industrial processes often operate in multiple operating modes. In most cases, the outputs
are measured at a slower rate than the inputs due to various reasons, such as the …

Robust Generalized Weighted Probabilistic Principal Component Regression with Application in Data-driven Optimization

A Memarian - 2022 - era.library.ualberta.ca
The operations of the plant may deviate from the initial design due to the uncertainties and
changes in the several conditions as a result of market demand, operation conditions, and …