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020 _a9789819910199
024 7 _a10.1007/978-981-99-1019-9
_2doi
040 _aES-VaUEC
_bspa
_cES-VaUEC
050 0 4 _aHD38.5
_b2024
245 0 0 _aApplications of Emerging Technologies and AI/ML Algorithms:
_bInternational Conference on Data Analytics in Public Procurement and Supply Chain (ICDAPS2022)
_cedited by Manoj Kumar Tiwari, Madhu Ranjan Kumar, Rofin T M, Rony Mitra
250 _a1st ed 2023
264 1 _aSingapore
_c2023
_bSpringer International Publishing
300 0 0 _a1 recurso en línea
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
490 0 _aAsset Analytics, Performance and Safety Management,
_x2522-5170
505 0 _aChapter 1: Q-Learning Approach to Mitigate Bacterial Contamination in Food Supply Chain -- Chapter 2: Optimization of Network Planning in a Real-Life Vehicle Logistics Distribution System -- Chapter 3: Efficient Supplier Selection in e-Procurement Reverse Auction using Graph Based Model -- Chapter 4: Role of E-procurement and Blockchains in Government Tendering- A Case of China Omnichannel distribution network design for fresh-food procurement considering freshness keeping effort and food quality loss.
520 _aThis 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.
830 0 _aAsset Analytics, Performance and Safety Management,
_x2522-5170
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-99-1019-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Valencia)
912 _aZDB-2-BUM
912 _aZDB-2-SXBM
942 _2lcc
_cLE
988 _aSpringer_Business_2023
999 _c238677
_d238677