# The role of cryptocurrencies in predicting oil prices pre and during COVID-19 pandemic using machine learning

> Research article (Annals of Operations Research, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4308183020](https://www.wikidata.org/wiki/openalex:W4308183020)  
**Source**: https://4ort.xyz/entity/the-role-of-cryptocurrencies-in-predicting-oil-prices-pre-and-during-covid-19-pandemic-using-machine-learning