Integrated Machine Learning for Enhanced Supply Chain Risk Prediction

A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0

Dmitry Ivanov, Alexandre Dolgui · Production Planning & Control · 2020 · 1.6K citations

Management, Risk Management, Supply Chain Management +17

Predicting supply chain risks using machine learning: The trade-off between performance and interpretability

George Baryannis, Samir Dani, Grigoris Antoniou · Future Generation Computer Systems · 2019 · 304 citations · Full text

Management, Risk Management, Supply Chain Management +14

Predictive Analytics and Machine Learning for Real-Time Supply Chain Risk Mitigation and Agility

Abeer Aljohani · Sustainability · 2023 · 292 citations · Full text

Management, Risk Management, Supply Chain Management +15

Application of Machine Learning in Supply Chain Management: A Comprehensive Overview of the Main Areas

Erfan Babaee Tırkolaee, Saeid Sadeghi, Farzaneh Mansoori Mooseloo et al. · Mathematical Problems in Engineering · 2021 · 212 citations · Full text

Management, Operations Management, Supply Chain Management +15

Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing

Alexandra Brintrup, Johnson Pak, David Ratiney et al. · International Journal of Production Research · 2019 · 200 citations

Computing, Industrial Engineering, Supply Chain Management +12