# Analyzing factors influencing defect-based conditions for sewer pipes using Bayesian networks

> Research article (Reliability Engineering & System Safety, 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4410350652](https://www.wikidata.org/wiki/openalex:W4410350652)  
**Source**: https://4ort.xyz/entity/analyzing-factors-influencing-defect-based-conditions-for-sewer-pipes-using-bayesian-networks