# Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanations (SHAP) for interpreting the black-box nature

> Research article (Results in Engineering, 2024) · cited 158× · AI/ML

**Wikidata**: [openalex:W4402206216](https://www.wikidata.org/wiki/openalex:W4402206216)  
**Source**: https://4ort.xyz/entity/advancing-water-quality-assessment-and-prediction-using-machine-learning-models-coupled-with-explainable-artificial-inte