5 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.CV2024
Unsupervised Fault Detection using SAM with a Moving Window Approach
Ahmed Maged, Herman Shen
Automated f ault detection and monitoring in engineering are critical but frequently difficult owing to the necessity for collecting and labeling large amounts of defective samples…
cs.AI2024★ 2 cited
Explainable Artificial Intelligence Techniques for Accurate Fault Detection and Diagnosis: A Review
Ahmed Maged, Salah Haridy, Herman Shen
As the manufacturing industry advances with sensor integration and automation, the opaque nature of deep learning models in machine learning poses a significant challenge for fault…
stat.ME2023★ 5 cited
A distribution-free change-point monitoring scheme in high-dimensional settings with application to industrial image surveillance
Niladri Chakraborty, Chun Fai Lui, Ahmed Maged
Existing monitoring tools for multivariate data are often asymptotically distribution-free, computationally intensive, or require a large stretch of stable data. Many of these meth…