# The Impact of Visual Elements in Street View on Street Quality: A Quantitative Study Based on Deep Learning, Elastic Net Regression, and SHapley Additive exPlanations (SHAP)

> Research article (Sustainability, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409408356](https://www.wikidata.org/wiki/openalex:W4409408356)  
**Source**: https://4ort.xyz/entity/the-impact-of-visual-elements-in-street-view-on-street-quality-a-quantitative-study-based-on-deep-learning-elastic-net-r