Explainable artificial intelligence (XAI) in manufacturing : (Record no. 13995)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02052cam a2200229 i 4500 |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031279607 |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031279607 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 670.285/63 |
| MAIN ENTRY--AUTHOR NAME | |
| Personal name | Chen, Tin-Chih Toly |
| TITLE STATEMENT | |
| Title | Explainable artificial intelligence (XAI) in manufacturing : |
| Remainder of title | methodology, tools, and applications / |
| Statement of responsibility, etc | Tin-Chih Toly Chen |
| Copyright Date | |
| Place of publication | Cham, Switzerland : |
| Name of publisher | Springer, |
| Year of publication or production | 2023 |
| PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (110 pages) |
| SERIES STATEMENT | |
| Series statement | SpringerBriefs in applied sciences and technology |
| FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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 |
| SUMMARY, ETC. | |
| Summary, etc | 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 |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Manufacturing processes |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://rave.ohiolink.edu/ebooks/ebc2/9783031279614 |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://link.springer.com/10.1007/978-3-031-27961-4 |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://go.ohiolink.edu/goto?url=https://link.springer.com/10.1007/978-3-031-27961-4 |
| ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Permanent Location | Current Location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 11/05/2024 | QA248.5 C44 2023 | 0195065 | Books |
| Gabriel Afolabi Ojo Central Library (Headquarters). | Gabriel Afolabi Ojo Central Library (Headquarters). | 11/05/2024 | QA248.5 C44 2023 | 0195066 | Books |