Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022)
"This book provides practical insights into applications of the state-of-the-art of Machine Learning and Artificial Intelligence (AI) for solving intriguing and complex problems in procurement and supply chain management. The application domain includes perishable food supply chain, steel price...
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| Format: | Tagungsbericht Buch |
| Sprache: | English |
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Singapore, Singapore
Springer
[2023]
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| Schriftenreihe: | Asset analytics. Performance and safety management
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| 520 | 3 | |a "This book provides practical insights into applications of the state-of-the-art of Machine Learning and Artificial Intelligence (AI) for solving intriguing and complex problems in procurement and supply chain management. The application domain includes perishable food supply chain, steel price prediction, electric vehicle charging infrastructure design, contract price negotiation, reverse logistics network design, and demand forecasting. Further, the book highlights the advanced topics in the procurement field, like AI in green procurement and e-procurement in the pharma sector. Furthermore, the book covers applications of well-established methodologies such as heuristics, optimization, game theory, and MCDM based on the nature of the problem. The inclusion of the vaccine supply chain digital twin and blockchain-based procurement signals the significance of the book. This book is a comprehensive guide for industry professionals to understand the power of data analytics, enabling them to improve efficiency and effectiveness in the procurement and supply chain sectors." | |
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| illustrated | Illustrated |
| indexdate | 2025-01-02T18:04:09Z |
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| institution_GND | (DE-588)1297537734 |
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| physical | xii, 408 Seiten Illustrationen, Diagramme 24 cm |
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| spelling | International Conference on Data Analytics in Public Procurement and Supply Chain 2022 Online Verfasser (DE-588)1297537734 aut Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) edited by Manoj Kumar Tiwari, Madhu Ranjan Kumar, Rofin T.M., Rony Mitra Singapore, Singapore Springer [2023] xii, 408 Seiten Illustrationen, Diagramme 24 cm txt rdacontent n rdamedia nc rdacarrier Asset analytics. Performance and safety management "This book provides practical insights into applications of the state-of-the-art of Machine Learning and Artificial Intelligence (AI) for solving intriguing and complex problems in procurement and supply chain management. The application domain includes perishable food supply chain, steel price prediction, electric vehicle charging infrastructure design, contract price negotiation, reverse logistics network design, and demand forecasting. Further, the book highlights the advanced topics in the procurement field, like AI in green procurement and e-procurement in the pharma sector. Furthermore, the book covers applications of well-established methodologies such as heuristics, optimization, game theory, and MCDM based on the nature of the problem. The inclusion of the vaccine supply chain digital twin and blockchain-based procurement signals the significance of the book. This book is a comprehensive guide for industry professionals to understand the power of data analytics, enabling them to improve efficiency and effectiveness in the procurement and supply chain sectors." Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Beschaffung (DE-588)4005988-1 gnd rswk-swf Supply Chain Management (DE-588)4684051-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Government purchasing / Management / Congresses Artificial intelligence / Economic aspects / Congresses Conference papers and proceedings (DE-588)1071861417 Konferenzschrift 2022 gnd-content Maschinelles Lernen (DE-588)4193754-5 s Künstliche Intelligenz (DE-588)4033447-8 s Supply Chain Management (DE-588)4684051-5 s Beschaffung (DE-588)4005988-1 s DE-604 Tiwari, Manoj Kumar (DE-588)1030089876 edt Kumar, Madhu Ranjan edt Ali, Rofin Thirunelvelikaran Mohammed Sonstige (DE-588)106930929X oth Mitra, Rony edt Erscheint auch als Online-Ausgabe 978-981-99-1019-9 |
| spellingShingle | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) Künstliche Intelligenz (DE-588)4033447-8 gnd Beschaffung (DE-588)4005988-1 gnd Supply Chain Management (DE-588)4684051-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4005988-1 (DE-588)4684051-5 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) |
| title_auth | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) |
| title_exact_search | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) |
| title_full | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) edited by Manoj Kumar Tiwari, Madhu Ranjan Kumar, Rofin T.M., Rony Mitra |
| title_fullStr | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) edited by Manoj Kumar Tiwari, Madhu Ranjan Kumar, Rofin T.M., Rony Mitra |
| title_full_unstemmed | Applications of emerging technologies and AI/ML algorithms International conference on data analytics in public procurement and supply chain (ICDAPS2022) edited by Manoj Kumar Tiwari, Madhu Ranjan Kumar, Rofin T.M., Rony Mitra |
| title_short | Applications of emerging technologies and AI/ML algorithms |
| title_sort | applications of emerging technologies and ai ml algorithms international conference on data analytics in public procurement and supply chain icdaps2022 |
| title_sub | International conference on data analytics in public procurement and supply chain (ICDAPS2022) |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Beschaffung (DE-588)4005988-1 gnd Supply Chain Management (DE-588)4684051-5 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Künstliche Intelligenz Beschaffung Supply Chain Management Maschinelles Lernen Konferenzschrift 2022 |
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