# Machine learning based water pipe failure prediction: The effects of engineering, geology, climate and socio-economic factors

> Research article (Reliability Engineering & System Safety, 2021) · cited 166× · AI/ML

**Wikidata**: [openalex:W3211509139](https://www.wikidata.org/wiki/openalex:W3211509139)  
**Source**: https://4ort.xyz/entity/machine-learning-based-water-pipe-failure-prediction-the-effects-of-engineering-geology-climate-and-socio-economic-facto