A data analytics-driven approach to backorder prediction using federated machine learning in industrial supply chains

Abstract In the modern era, businesses and production industries are increasingly adopting innovative technologies and data-driven approaches to optimize their supply chain processes. In this regard, promptly handling backorders has a significant impact on enhancing the company’s supply chain effici...

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Váldodahkkit:	Asma Sattar, Maryam Bukhari, Zahoor ur Rehman, Saman Khalid, Yangsun Lee, Seungmin Rho
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Nature Portfolio 2026-01-01
Ráidu:	Scientific Reports
Fáttát:	Industrial applications Decision support systems Supply chain efficiency Backorders predictions Federated machine learning
Liŋkkat:	https://doi.org/10.1038/s41598-025-34578-z
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