# Replacing self-attentions with convolutional layers in multivariate long sequence time-series forecasting

> Research article (Applied Intelligence, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4389792306](https://www.wikidata.org/wiki/openalex:W4389792306)  
**Source**: https://4ort.xyz/entity/replacing-self-attentions-with-convolutional-layers-in-multivariate-long-sequence-time-series-forecasting