3 papers
cs.AI2024
Trustworthy and Explainable Decision-Making for Workforce allocation
Guillaume Povéda, Ryma Boumazouza, Andreas Strahl +7
In industrial contexts, effective workforce allocation is crucial for operational efficiency. This paper presents an ongoing project focused on developing a decision-making tool de…
cs.CV2024
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing
Yizhak Elboher, Raya Elsaleh, Omri Isac +6
As deep neural networks (DNNs) are becoming the prominent solution for many computational problems, the aviation industry seeks to explore their potential in alleviating pilot work…
cs.LG2024
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance
Mélanie Ducoffe, Guillaume Povéda, Audrey Galametz +5
Surrogate Neural Networks are nowadays routinely used in industry as substitutes for computationally demanding engineering simulations (e.g., in structural analysis). They allow to…