# STFormer: A dual-stage transformer model utilizing spatio-temporal graph embedding for multivariate time series forecasting

> Research article (Journal of Intelligent & Fuzzy Systems, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4391486486](https://www.wikidata.org/wiki/openalex:W4391486486)  
**Source**: https://4ort.xyz/entity/stformer-a-dual-stage-transformer-model-utilizing-spatio-temporal-graph-embedding-for-multivariate-time-series-forecasti