# An empirical survey of data augmentation for time series classification with neural networks

> Research article (PLoS ONE, 2021) · cited 660× · AI/ML

**Wikidata**: [openalex:W3046296398](https://www.wikidata.org/wiki/openalex:W3046296398)  
**Source**: https://4ort.xyz/entity/an-empirical-survey-of-data-augmentation-for-time-series-classification-with-neural-networks