Ce travail traite de l'intelligence artificielle explicable (IA explicable), en particulier
l'amélioration de l'intelligibilité des arbres de décision à l'aide des explications probabilistes …

In this article, our main objective is to address the issue of diversity in abductive
explanations for decision trees by studying the impact of different weight functions on …

The aviation industry serves as a critical connector in today's globalized world, enabling
millions to travel, conduct business, and engage with diverse cultures. Key to this …

This thesis studies the problem of explaining individual predictions of black-box machine
learning models. This problem is addressed in both single and multi-label classification …