# Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data

> Research article (Expert Systems with Applications, 2019) · cited 94× · AI/ML

**Wikidata**: [openalex:W2980424548](https://www.wikidata.org/wiki/openalex:W2980424548)  
**Source**: https://4ort.xyz/entity/understanding-the-apparent-superiority-of-over-sampling-through-an-analysis-of-local-information-for-class-imbalanced-da