A New Hybrid Approach for Identifying Obsolescence Features: Applied to Railway Signaling Infrastructure. - Elie Saad; Mariem Besbes; Marc Zolghadri; Victor Czmil; Vincent Bourgeois (CoRR, 2024)

Enhancing Obsolescence Forecasting with Deep Generative Data Augmentation: A Semi-Supervised Framework for Low-Data Industrial Applications. - Elie Saad; Mariem Besbes; Marc Zolghadri; Victor Czmil; Claude Baron; Vincent Bourgeois (CoRR, 2025)

Zero-Shot Learning for Obsolescence Risk Forecasting. - Elie Saad; Aya Mrabah; Mariem Besbes; Marc Zolghadri; Victor Czmil; Claude Baron; Vincent Bourgeois (CoRR, 2025)