# Exploring Design smells for smell-based defect prediction

> Research article (Engineering Applications of Artificial Intelligence, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4288901787](https://www.wikidata.org/wiki/openalex:W4288901787)  
**Source**: https://4ort.xyz/entity/exploring-design-smells-for-smell-based-defect-prediction