5 citations · 5 across the 2 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
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…