Enhanced modeling of distillation columns using integrated multiscale latent variable regression. - Muddu Madakyaru; Mohamed N. Nounou; Hazem N. Nounou (CICA, 2013)

Nonlinear latent variable regression. - Muddu Madakyaru; Mohamed N. Nounou; Hazem N. Nounou (CICA, 2013)

Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. - Fouzi Harrou; Muddu Madakyaru; Ying Sun 002 (SSCI, 2016)

Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. - Muddu Madakyaru; Fouzi Harrou; Ying Sun 002 (SSCI, 2016)

Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system. - Fouzi Harrou; Muddu Madakyaru; Ying Sun 002; Sanjula Kammammettu (SSCI, 2017)

Improved Process Monitoring Strategy Using Kantorovich Distance-Independent Component Analysis: An Application to Tennessee Eastman Process. - K. Ramakrishna Kini; Muddu Madakyaru (IEEE Access, 2020)

Kantorovich Distance Based Fault Detection Scheme for Non-Linear Processes. - K. Ramakrishna Kini; Mrunmayee Bapat; Muddu Madakyaru (IEEE Access, 2022)

Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework. - K. Ramakrishna Kini; Fouzi Harrou; Muddu Madakyaru; Farid Kadri; Ying Sun 002 (IEEE Instrum. Meas. Mag., 2023)

Detecting Pediatric Foot Deformities Using Plantar Pressure Measurements: A Semisupervised Approach. - K. Ramakrishna Kini; Muddu Madakyaru; Fouzi Harrou; Ying Sun 002 (IEEE Des. Test, 2023)

Anomaly Detection in Photovoltaic Systems Using Improved Independent Component Analysis. - Fouzi Harrou; K. Ramakrishna Kini; Muddu Madakyaru; Ying Sun 002 (IEEE Access, 2025)

Enhancing fault detection in multivariate industrial processes: Kolmogorov-Smirnov non-parametric statistical approach. - K. Ramakrishna Kini; Fouzi Harrou; Muddu Madakyaru; Ying Sun 002 (Comput. Chem. Eng., 2025)