# Extensive data engineering to the rescue: building a multi-species katydid detector from unbalanced, atypical training datasets

> Research article (Philosophical Transactions of the Royal Society B Biological Sciences, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4396654546](https://www.wikidata.org/wiki/openalex:W4396654546)  
**Source**: https://4ort.xyz/entity/extensive-data-engineering-to-the-rescue-building-a-multi-species-katydid-detector-from-unbalanced-atypical-training-dat