# Machine learning-based approach: global trends, research directions, and regulatory standpoints

> Research article (Data Science and Management, 2021) · cited 353× · AI/ML

**Wikidata**: [openalex:W4200553326](https://www.wikidata.org/wiki/openalex:W4200553326)  
**Source**: https://4ort.xyz/entity/machine-learning-based-approach-global-trends-research-directions-and-regulatory-standpoints