Modern AI techniques - especially deep learning - provide in many cases very good recommendations. where a self-driving car should go whether to give a company a loan etc. The problem is that not all these recommendations are good -- and since deep learning provi... Lees meer.

This book focuses on a subtopic of explainable AI XAI called explainable agency EA which involves producing records of decisions made during an agent s reasoning summarizing its behavior in human-accessible terms and providing answers to questions about specific c... Lees meer.

This four-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence xAI 2024 held in Valletta Malta during July 17-19 2024. This four-volume set constitutes the refereed proceedings of the Second World... Lees meer.

This volume contains lecture notes of the 15th Reasoning Web Summer School RW 2019 held in Bolzano Italy in September 2019. The research areas of Semantic Web Linked Data and Knowledge Graphs have recently received a lot of attention in academia and industry. Sinc... 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 Artificial Intelligence in Healthcare XAI-Healthcare 2023 and the First International Workshop on Process Mining Applications for Healthcare PM4H 2023 which took place in conjun... 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 Explainable AI for Autonomous Vehicles. Concepts Challenges and Applications is a comprehensive guide to developing and applying explainable artificial intelligence XAI in the context of autonomous vehicles. Explainable AI for Autonomous Vehicles. C... 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.

Since its first appearance artificial intelligence has been ensuring revolutionary outcomes in the context of real-world problems. At this point it has strong relations with biomedical and today s intelligent systems compete with human capabilities in medical tasks. H... Lees meer.

This book provides a detailed description of the topics related to XAI and Blockchain. Explainable AI XAI is an upcoming research field in the domain of machine learning. This book aims to provide a detailed description of the topics related to XAI and Blockchain.... Lees meer.

The technological boom has provided consumers with endless choices removing the hindrance of time and place. Understanding the dynamic and competitive business environment marketers know they need to reinforce indestructible customer experience with the support of alg... Lees meer.

The book discusses Explainable XAI and Responsive Artificial Intelligence RAI for biomedical and healthcare applications. It will discuss the advantages in dealing with big and complex data by using explainable AI concepts in the field of biomedical sciences. The bo... Lees meer.

The book is a collection of cutting-edge research on the topic of explainable agency in artificial intelligence XAI including counterfactuals fairness human evaluations and iterative and active communication among agents. This book focuses on a subtopic of expl... Lees meer.

This four-volume set constitutes the refereed proceedings of the Second World Conference on Explainable Artificial Intelligence xAI 2024 held in Valletta Malta during July 17-19 2024. The 95 full papers presented were carefully reviewed and selected from 204 submis... Lees meer.