# Data augmentation for univariate time series forecasting with neural networks

> Research article (Pattern Recognition, 2022) · cited 90× · AI/ML

**Wikidata**: [openalex:W4308149818](https://www.wikidata.org/wiki/openalex:W4308149818)  
**Source**: https://4ort.xyz/entity/data-augmentation-for-univariate-time-series-forecasting-with-neural-networks