# Supply Chain 4.0: A Machine Learning-Based Bayesian-Optimized LightGBM Model for Predicting Supply Chain Risk

> Research article (Machines, 2023) · cited 26× · AI/ML

**Wikidata**: [openalex:W4386416303](https://www.wikidata.org/wiki/openalex:W4386416303)  
**Source**: https://4ort.xyz/entity/supply-chain-4-0-a-machine-learning-based-bayesian-optimized-lightgbm-model-for-predicting-supply-chain-risk