# Embracing imperfection: Machine-assisted invertebrate classification in real-world datasets

> Research article (Ecological Informatics, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4308498853](https://www.wikidata.org/wiki/openalex:W4308498853)  
**Source**: https://4ort.xyz/entity/embracing-imperfection-machine-assisted-invertebrate-classification-in-real-world-datasets