# The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods

> Research article (Annals of Operations Research, 2022) · cited 62× · AI/ML

**Wikidata**: [openalex:W3214355400](https://www.wikidata.org/wiki/openalex:W3214355400)  
**Source**: https://4ort.xyz/entity/the-derived-demand-for-advertising-expenses-and-implications-on-sustainability-a-comparative-study-using-deep-learning-a
