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

Explainable artificial intelligence is proficient in operating and analyzing the unconstrainted environment in fields like robotic medicine, robotic treatment,

The latest advances in Artificial Intelligence and (deep) Machine Learning in particular revealed a major drawback of modern intelligent systems, namely the ina