Univariate process monitoring using multiscale Shewhart charts. - M. Ziyan Sheriff; Fouzi Harrou; Mohamed N. Nounou (CoDIT, 2014)

Enhanced performance of shewhart charts using multiscale representation. - M. Ziyan Sheriff; Mohamed N. Nounou (ACC, 2016)

Fault detection of nonlinear systems using an improved KPCA method. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Monitoring of chemical processes using improved multiscale KPCA. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Process monitoring using PCA-based GLR methods: A comparative study. - M. Ziyan Sheriff; M. Nazmul Karim; Hazem N. Nounou; Mohamed N. Nounou (J. Comput. Sci., 2018)

Multiclass data classification using fault detection-based techniques. - Nour Basha; M. Ziyan Sheriff; Costas Kravaris; Hazem N. Nounou; Mohamed N. Nounou (Comput. Chem. Eng., 2020)

Improved Multiscale Multivariate Process Monitoring Methods. - M. Ziyan Sheriff; M. Nazmul Karim; Costas Kravaris; Hazem N. Nounou; Mohamed N. Nounou (ACC, 2021)