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Explainable Artificial Intelligence (XAI) in Manufacturing

E-BookPDF1 - PDF WatermarkE-Book
105 Seiten
Englisch
Springer International Publishingerschienen am16.03.20231st ed. 2023
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.











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.
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Verfügbare Formate
BuchKartoniert, Paperback
EUR53,49
E-BookPDF1 - PDF WatermarkE-Book
EUR53,49

Produkt

KlappentextThis 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.











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.
Details
Weitere ISBN/GTIN9783031279614
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2023
Erscheinungsdatum16.03.2023
Auflage1st ed. 2023
Seiten105 Seiten
SpracheEnglisch
IllustrationenVI, 105 p. 68 illus., 50 illus. in color.
Artikel-Nr.10982408
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
Chapter 1: Explainable Artificial Intelligence (XAI) in Manufacturing.- Chapter 2: Applications of XAI for Forecasting in the Manufacturing Domain.- Chapter 3: Applications of XAI for Decision Making in the Manufacturing Domain.- Chapter 4: Applications of XAI to Job Sequencing and Scheduling in Manufacturing.mehr

Autor

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.