# Advanced R-GAN: Generating anomaly data for improved detection in imbalanced datasets using regularized generative adversarial networks

> Research article (Alexandria Engineering Journal, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4403896449](https://www.wikidata.org/wiki/openalex:W4403896449)  
**Source**: https://4ort.xyz/entity/advanced-r-gan-generating-anomaly-data-for-improved-detection-in-imbalanced-datasets-using-regularized-generative-advers