# Proactive exfiltration severity management in sewer networks: A hyperparameter optimization for two-tiered machine learning prediction

> Research article (Tunnelling and Underground Space Technology, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4390306461](https://www.wikidata.org/wiki/openalex:W4390306461)  
**Source**: https://4ort.xyz/entity/proactive-exfiltration-severity-management-in-sewer-networks-a-hyperparameter-optimization-for-two-tiered-machine-learni