Explainable Customizable Job Sequencing by Chen Tin Chih (11 results)
Language: English
Published by Springer International Publishing AG, Cham, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
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Paperback. Condition: new. Paperback. This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as supporting evidence.To date, artificial intelligence (AI)…technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing. This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Language: English
Published by Springer, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
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Language: English
Published by Springer Nature, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
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Paperback. Condition: Brand New. 135 pages. 9.26x6.11x9.25 inches. In Stock.
Language: English
Published by Springer, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as supporting evi…dence.To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing.
Language: English
Published by Springer, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
- Softcover
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Taschenbuch. Condition: Neu. Explainable and Customizable Job Sequencing and Scheduling | Advancing Production Control and Management with XAI | Tin-Chih Toly Chen | Taschenbuch | SpringerBriefs in Applied Sciences and Technology | ix | Englisch | 2025 | Springer | EAN 9783031853739 | Verantwortliche Person für die EU: Springer…Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer, 2025
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Language: English
Published by Springer Nature Switzerland, Springer Nature Switzerland Apr 2025, 2025
Series: Book 405 of 472 - SpringerBriefs in Applied Sciences and Technology
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided a…s supporting evidence.To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing. 136 pp. Englisch.
Language: English
Published by Springer, 2025
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Language: English
Published by Springer, 2025
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Language: English
Published by Springer Verlag GmbH, 2025
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Language: English
Published by Springer, Birkhäuser Apr 2025, 2025
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as su…pporting evidence.To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 136 pp. Englisch.
