000 | 03364nam a22005655i 4500 | ||
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001 | 978-3-031-27961-4 | ||
003 | DE-He213 | ||
005 | 20240207153547.0 | ||
007 | cr nn 008mamaa | ||
008 | 230316s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031279614 _9978-3-031-27961-4 |
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_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 |
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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. |
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300 |
_aVI, 105 p. 68 illus., 50 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aSpringerBriefs in Applied Sciences and Technology, _x2191-5318 |
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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 |
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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 |