# Analyzing Risk of Service Failures in Heavy Haul Rail Lines: A Hybrid Approach for Imbalanced Data

> Research article (Risk Analysis, 2021) · cited 18× · AI/ML

**Wikidata**: [openalex:W3121249491](https://www.wikidata.org/wiki/openalex:W3121249491)  
**Source**: https://4ort.xyz/entity/analyzing-risk-of-service-failures-in-heavy-haul-rail-lines-a-hybrid-approach-for-imbalanced-data