Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread adoption of artificial intelligence (AI) in our daily life, which contributes to accelerating the shift towards a more algorithmic…

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

A Mathematical Theory of Evidence