# A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)

> Research article (Case Studies in Construction Materials, 2022) · cited 454× · AI/ML

**Wikidata**: [openalex:W4226408629](https://www.wikidata.org/wiki/openalex:W4226408629)  
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