Explainable Artificial Intelligence (XAI) in Manufacturing: Methodology, Tools, and Applications - Brossura

Chen, Tin-chih Toly

 
9783031279607: Explainable Artificial Intelligence (XAI) in Manufacturing: Methodology, Tools, and Applications
Brossura
ISBN 10: 3031279603 ISBN 13: 9783031279607
Casa editrice: Springer Nature, 2023

Sinossi

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.



Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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.

Dalla quarta di copertina

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.


Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Nature
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
3031279603
ISBN 13 
9783031279607
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
105
Contatto del produttore
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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Heidelberg
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Germania

Altre edizioni note dello stesso titolo

9783031279621: Explainable Artificial Intelligence (XAI) in Manufacturing: Methodology, Tools, and Applications

Edizione in evidenza

ISBN 10:  303127962X ISBN 13:  9783031279621
Casa editrice: Springer, 2023
Brossura