# An empirical study to investigate oversampling methods for improving software defect prediction using imbalanced data

> Research article (Neurocomputing, 2019) · cited 134× · AI/ML

**Wikidata**: [openalex:W2913474130](https://www.wikidata.org/wiki/openalex:W2913474130)  
**Source**: https://4ort.xyz/entity/an-empirical-study-to-investigate-oversampling-methods-for-improving-software-defect-prediction-using-imbalanced-data