1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Zero-Shot Learning for Obsolescence Risk Forecasting
Elie Saad, Aya Mrabah, Mariem Besbes +4
Component obsolescence poses significant challenges in industries reliant on electronic components, causing increased costs and disruptions in the security and availability of syst…
cs.LG2025★ 1 cited
Enhancing Obsolescence Forecasting with Deep Generative Data Augmentation: A Semi-Supervised Framework for Low-Data Industrial Applications
Elie Saad, Mariem Besbes, Marc Zolghadri +3
The challenge of electronic component obsolescence is particularly critical in systems with long life cycles. Various obsolescence management methods are employed to mitigate its i…
eess.SY2024
A New Hybrid Approach for Identifying Obsolescence Features: Applied to Railway Signaling Infrastructure
Elie Saad, Mariem Besbes, Marc Zolghadri +2
Electrical component obsolescence poses a major issue especially within systems with large life cycles. Thus, finding the optimal management solution for each obsolescence case is…