# Just-in-time defect prediction for mobile applications: using shallow or deep learning?

> Research article (Software Quality Journal, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4380084958](https://www.wikidata.org/wiki/openalex:W4380084958)  
**Source**: https://4ort.xyz/entity/just-in-time-defect-prediction-for-mobile-applications-using-shallow-or-deep-learning