# Class Imbalance Reduction (CIR): A Novel Approach to Software Defect Prediction in the Presence of Class Imbalance

> Research article (Symmetry, 2020) · cited 51× · AI/ML

**Wikidata**: [openalex:W3009421588](https://www.wikidata.org/wiki/openalex:W3009421588)  
**Source**: https://4ort.xyz/entity/class-imbalance-reduction-cir-a-novel-approach-to-software-defect-prediction-in-the-presence-of-class-imbalance