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020 _a9783031279614
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082 0 4 _a670
_223
100 1 _aChen, Tin-Chih Toly.
_eauthor.
_0(orcid)0000-0002-5608-5176
_1https://orcid.org/0000-0002-5608-5176
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aExplainable Artificial Intelligence (XAI) in Manufacturing
_h[electronic resource] :
_bMethodology, Tools, and Applications /
_cby Tin-Chih Toly Chen.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aVI, 105 p. 68 illus., 50 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
500 _aAcceso multiusuario
505 0 _aChapter 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.
520 _aThis 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.
541 _fUABC ;
_cPerpetuidad
650 0 _aIndustrial engineering.
650 0 _aProduction engineering.
650 0 _aProduction management.
650 0 _aArtificial intelligence.
650 1 4 _aIndustrial and Production Engineering.
650 2 4 _aProduction .
650 2 4 _aArtificial Intelligence.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031279607
776 0 8 _iPrinted edition:
_z9783031279621
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-27961-4
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c261376
_d261375