03406nam 22006255 450 991068255360332120251021103445.09783031279614(electronic bk.)978303127960710.1007/978-3-031-27961-4(MiAaPQ)EBC7216764(Au-PeEL)EBL7216764(CKB)26271465400041(DE-He213)978-3-031-27961-4(PPN)269094806(EXLCZ)992627146540004120230316d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierExplainable Artificial Intelligence (XAI) in Manufacturing Methodology, Tools, and Applications /by Tin-Chih Toly Chen1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (110 pages) illustrationsSpringerBriefs in Applied Sciences and Technology,2191-5318Print version: Chen, Tin-Chih Toly Explainable Artificial Intelligence (XAI) in Manufacturing Cham : Springer International Publishing AG,c2023 9783031279607 Includes bibliographical references.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.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.SpringerBriefs in Applied Sciences and Technology,2191-5318Industrial engineeringProduction engineeringProduction managementArtificial intelligenceIndustrial and Production EngineeringProductionArtificial IntelligenceIndustrial engineering.Production engineering.Production management.Artificial intelligence.Industrial and Production Engineering.Production.Artificial Intelligence.006.3006.3Chen Tin-Chih Toly848082MiAaPQMiAaPQMiAaPQ9910682553603321Explainable Artificial Intelligence (XAI) in Manufacturing3083422UNINA