# The integration of machine learning into automated test generation: A systematic mapping study

> Research article (Software Testing Verification and Reliability, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4367669694](https://www.wikidata.org/wiki/openalex:W4367669694)  
**Source**: https://4ort.xyz/entity/the-integration-of-machine-learning-into-automated-test-generation-a-systematic-mapping-study