Explainable artificial intelligence (XAI) in manufacturing : methodology, tools, and applications / Tin-Chih Toly Chen.
2023
TA347.A78
Linked e-resources
Linked Resource
Online Access
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Details
Title
Explainable artificial intelligence (XAI) in manufacturing : methodology, tools, and applications / Tin-Chih Toly Chen.
Author
Chen, Tin-Chih Toly.
ISBN
9783031279614 (electronic bk.)
3031279611 (electronic bk.)
3031279603
9783031279607
3031279611 (electronic bk.)
3031279603
9783031279607
Published
Cham, Switzerland : Springer, 2023.
Language
English
Description
1 online resource (110 pages)
Other Standard Identifiers
10.1007/978-3-031-27961-4 doi
Call Number
TA347.A78
Dewey Decimal Classification
670.285/63
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Series
SpringerBriefs in applied sciences and technology.
Available in Other Form
EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI) IN MANUFACTURING.
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
All Resources
Table of Contents
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.
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.