# A Two‐Stage Data‐Driven Spatiotemporal Analysis to Predict Failure Risk of Urban Sewer Systems Leveraging Machine Learning Algorithms

> Research article (Risk Analysis, 2021) · cited 40× · AI/ML

**Wikidata**: [openalex:W3164103262](https://www.wikidata.org/wiki/openalex:W3164103262)  
**Source**: https://4ort.xyz/entity/a-twostage-datadriven-spatiotemporal-analysis-to-predict-failure-risk-of-urban-sewer-systems-leveraging-machine-learning