# Deep learning with multiple scale attention and direction regularization for asset price prediction

> Research article (Expert Systems with Applications, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W3197170793](https://www.wikidata.org/wiki/openalex:W3197170793)  
**Source**: https://4ort.xyz/entity/deep-learning-with-multiple-scale-attention-and-direction-regularization-for-asset-price-prediction