# A review: Data pre-processing and data augmentation techniques

> Research article (Global Transitions Proceedings, 2022) · cited 1,190× · AI/ML

**Wikidata**: [openalex:W4226323522](https://www.wikidata.org/wiki/openalex:W4226323522)  
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