Overview
- Introduces explainable artificial intelligence (XAI) in manufacturing
- Gives readers the methods, tools, and applications of XAI technologies
- Contains real case studies and related research results
Part of the book series: SpringerBriefs in Applied Sciences and Technology (BRIEFSAPPLSCIENCES)
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Table of contents (4 chapters)
Keywords
About this book
This book provides a comprehensive overview of the latest developments in Explainable AI (XAI) and its applications in manufacturing. It covers the various methods, tools, and technologies that are being used to make AI more understandable and communicable for factory workers. With the increasing use of AI in manufacturing, there is a growing need to address the limitations of advanced AI methods that are difficult to understand or explain to those without a background in AI. This book addresses this need by providing a systematic review of the latest research and advancements in XAI specifically tailored for the manufacturing industry.
The book includes real-world case studies and examples to illustrate the practical applications of XAI in manufacturing. It is a valuable resource for researchers, engineers, and practitioners working in the field of AI and manufacturing.
Authors and Affiliations
About the author
Dr. Tin-Chih Toly Chen has guest edited special issues on advanced AI for various journals including Fuzzy Sets and Systems, Robotics and Computer-Integrated Manufacturing, Journal of Intelligent Manufacturing and International Journal of Intelligent Systems. He has also published papers on AI applications in manufacturing in journals such as Journal of Intelligent Manufacturing, Robotics and Computer-Integrated Manufacturing, IEEE Transactions on Fuzzy Systems, International Journal of Advanced Manufacturing Technology, and IEEE Transactions on Semiconductor Manufacturing.
Bibliographic Information
Book Title: Explainable Artificial Intelligence (XAI) in Manufacturing
Book Subtitle: Methodology, Tools, and Applications
Authors: Tin-Chih Toly Chen
Series Title: SpringerBriefs in Applied Sciences and Technology
DOI: https://doi.org/10.1007/978-3-031-27961-4
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-27960-7Published: 17 March 2023
eBook ISBN: 978-3-031-27961-4Published: 16 March 2023
Series ISSN: 2191-530X
Series E-ISSN: 2191-5318
Edition Number: 1
Number of Pages: VI, 105
Number of Illustrations: 18 b/w illustrations, 50 illustrations in colour
Topics: Industrial and Production Engineering, Production, Artificial Intelligence