Explainable Deep Learning AI: Methods and Challenges presents the latest works of leading researchers in the XAI area, offering an overview of the XAI area, alo

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp

The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting fac

This book provides a full presentation of the current concepts and available techniques to make “machine learning” systems more explainable. The approaches

This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine l