2 papers
cs.SE2026
From Business Problems to AI Solutions: Where Does Transformation Support Fail
Abir Trabelsi, Imen Benzarti, Hafedh Mili +1
Translating business problems into well-specified machine learning solutions is a prerequisite for successful AI systems, yet this upstream translation is still one of the least su…
cs.AI2025
Towards Robust Artificial Intelligence: Self-Supervised Learning Approach for Out-of-Distribution Detection
Wissam Salhab, Darine Ameyed, Hamid Mcheick +1
Robustness in AI systems refers to their ability to maintain reliable and accurate performance under various conditions, including out-of-distribution (OOD) samples, adversarial at…