# Don't Forget Your Roots! Using Provenance Data for Transparent and Explainable Development of Machine Learning Models

> Research article (2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW), 2019) · cited 12× · AI/ML

**Wikidata**: [openalex:W3003344593](https://www.wikidata.org/wiki/openalex:W3003344593)  
**Source**: https://4ort.xyz/entity/don-t-forget-your-roots-using-provenance-data-for-transparent-and-explainable-development-of-machine-learning-models