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Enhancing supply chain management with deep learning and machine learning techniques: A review

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References

2020Artificial intelligence in supply chain management: A systematic literature review1,015 cited
2021Machine Learning for industrial applications: A comprehensive literature review553 cited
2007The evolution and future of logistics and supply chain management470 cited
2022Supply chain management during and post-COVID-19 pandemic: Mitigation strategies and practical lessons learned405 cited
2022A review on reinforcement learning algorithms and applications in supply chain management359 cited
2019Analyzing the Process of Supplier Selection Criteria and Methods267 cited
2012Fresh-product supply chain management with logistics outsourcing258 cited
2021Application of Machine Learning in Supply Chain Management: A Comprehensive Overview of the Main Areas230 cited
2020Deep reinforcement learning for selecting demand forecast models to empower Industry 3.5 and an empirical study for a semiconductor component distributor140 cited
2024A decision-making problem for product outsourcing with flexible production under a global supply chain management95 cited

Cited by

2025SustAI-SCM: Intelligent Supply Chain Process Automation with Agentic AI for Sustainability and Cost Efficiency57 cited
2025Machine learning and artificial intelligence methods and applications for post-crisis supply chain resiliency and recovery40 cited
2025Achieving operational excellence in manufacturing supply chains using lean six sigma: a case study approach

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32 cited