# MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction

> Research article (IEEE Transactions on Software Engineering, 2017) · cited 289× · AI/ML

**Wikidata**: [openalex:W4245807786](https://www.wikidata.org/wiki/openalex:W4245807786)  
**Source**: https://4ort.xyz/entity/mahakil-diversity-based-oversampling-approach-to-alleviate-the-class-imbalance-issue-in-software-defect-prediction
