# An Empirical Study on Software Defect Prediction Using Over-Sampling by SMOTE

> Research article (International Journal of Software Engineering and Knowledge Engineering, 2018) · cited 42× · AI/ML

**Wikidata**: [openalex:W2808595449](https://www.wikidata.org/wiki/openalex:W2808595449)  
**Source**: https://4ort.xyz/entity/an-empirical-study-on-software-defect-prediction-using-over-sampling-by-smote