Tin-Chih Toly Chen

Explainable Artificial Intelligence (XAI) in Manufacturing

Methodology, Tools, and Applications

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• SpringerBriefs in Applied Sciences and Technology
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-27960-7
• 1st ed. 2023
• Seitenzahl: 112
• Erscheinungstermin: 17. März 2023
• Englisch
• Abmessung: 235mm x 155mm x 7mm
• Gewicht: 204g
• ISBN-13: 9783031279607
• ISBN-10: 3031279603
• Artikelnr.: 67378992

Autorenporträt

Dr. Chen has been guest edited several special issues on mobile healthcare-related topics for journals including Health Care Management Science, Journal of Ambient Intelligence and Humanized Computing, International Journal of Intelligent Systems, etc. He has also published papers on mobile healthcare in journals such as International Journal of Intelligent Systems, Journal of Ambient Intelligence and Humanized Computing, Health Care Management Science, Cognitive Computation, Health Policy and Technology, Digital Health, etc.

Inhaltsangabe

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.