# CNformer: a convolutional transformer with decomposition for long-term multivariate time series forecasting

> Research article (Applied Intelligence, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4362555231](https://www.wikidata.org/wiki/openalex:W4362555231)  
**Source**: https://4ort.xyz/entity/cnformer-a-convolutional-transformer-with-decomposition-for-long-term-multivariate-time-series-forecasting