# Development of a machine-learning approach for identifying the stages of fire development in residential room fires

> Research article (Fire Safety Journal, 2021) · cited 49× · AI/ML

**Wikidata**: [openalex:W3204432404](https://www.wikidata.org/wiki/openalex:W3204432404)  
**Source**: https://4ort.xyz/entity/development-of-a-machine-learning-approach-for-identifying-the-stages-of-fire-development-in-residential-room-fires