Interpretable AI is a hands-on guide to interpretability techniques that open up the black box of AI. This practical guide simplifies cutting-edge research into transparent and explainable AI delivering practical methods you can easily implement with Python and open so... Lees meer.

This book presents Explainable Artificial Intelligence XAI which aims at producing explainable models that enable human users to understand and appropriately trust the obtained results. The authors discuss the challenges involved in making machine learning-based AI ex... Lees meer.

This book constitutes the proceedings of the First International Workshop on Explainable Transparent Autonomous Agents and Multi-Agent Systems EXTRAAMAS 2019 held in Montreal Canada in May 2019. The 12 revised and extended papers presented were carefully selected f... Lees meer.

This book provides up-to-date information on latest advancements in the field of Explainable AI which is the critical requirement of AI ML DL models. It provides examples case studies latest techniques and applications from the domains of health care finance netwo... Lees meer.

This book provides a clear explanation of how to apply artificial intelligence AI to solve the challenges in solar photovoltaic technology. It introduces readers to new AI-based approaches and technologies that help manage and operate solar photovoltaic systems effect... Lees meer.

This book explores current research trends in the context of the explainable artificial intelligence s impact on the digital sustainability trend while delving into case studies on education tourism marketing and finance. These trends are examined through various cas... Lees meer.

This book explores current research trends in the context of the explainable artificial intelligence s impact on the digital sustainability trend while delving into case studies on education tourism marketing and finance. These trends are examined through various cas... Lees meer.

The book discusses Explainable XAI and Responsive Artificial Intelligence RAI for biomedical and healthcare applications. The book explains both positive as well as negative findings obtained by explainable AI techniques. The book discusses Explainable XAI and Re... Lees meer.

Explainable AI methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. Artifi... Lees meer.

This book constitutes the proceedings of the Third International Workshop on Explainable Transparent AI and Multi-Agent Systems EXTRAAMAS 2021 which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully se... Lees meer.

This book presents an overview and several applications of explainable artificial intelligence XAI . It covers different aspects related to explainable artificial intelligence such as the need to make the AI models interpretable how black box machine deep learning mo... Lees meer.

This book constitutes the proceedings of the Third International Workshop on Explainable Transparent AI and Multi-Agent Systems EXTRAAMAS 2021 which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully se... Lees meer.

This book focuses on an overview of the AI techniques their foundations their applications and remaining challenges and open problems. Many artificial intelligence AI techniques do not explain their recommendations. Providing natural-language explanations for numer... Lees meer.

This volume constitutes the papers of several workshops which were held in conjunction with the 6th International Workshop on Explainable and Transparent AI and Multi-Agent Systems EXTRAAMAS 2024 in Auckland New Zealand during May 6 10 2024. The 13 full papers pres... Lees meer.

This book discusses the applications and optimization of emerging smart technologies in the field of healthcare. It further explains different modeling scenarios of the latest technologies in the healthcare system and compares the results to better understand the nature... Lees meer.