# Measuring cyclists’ subjective perceptions of the street riding environment using K-means SMOTE-RF model and street view imagery

> Research article (International Journal of Applied Earth Observation and Geoinformation, 2024) · cited 33× · AI/ML

**Wikidata**: [openalex:W4392572242](https://www.wikidata.org/wiki/openalex:W4392572242)  
**Source**: https://4ort.xyz/entity/measuring-cyclists-subjective-perceptions-of-the-street-riding-environment-using-k-means-smote-rf-model-and-street-view-