An Ensemble of fuzzy Class-Biased Networks for Product Quality Estimation. - Shanmugasivam Pillai; Naveen John Punnoose; Prahlad Vadakkepat; Ai Poh Loh; Kee Jin Lee (ETFA, 2018)

Two stage deep learning for prognostics using multi-loss encoder and convolutional composite features. - Shanmugasivam Pillai; Prahlad Vadakkepat (Expert Syst. Appl., 2021)

Deep learning for machine health prognostics using Kernel-based feature transformation. - Shanmugasivam Pillai; Prahlad Vadakkepat (J. Intell. Manuf., 2022)