# Identification of Vehicle-Pedestrian Collision Hotspots at the Micro-Level Using Network Kernel Density Estimation and Random Forests: A Case Study in Shanghai, China

> Research article (Sustainability, 2018) · cited 21× · AI/ML

**Wikidata**: [openalex:W2903852284](https://www.wikidata.org/wiki/openalex:W2903852284)  
**Source**: https://4ort.xyz/entity/identification-of-vehicle-pedestrian-collision-hotspots-at-the-micro-level-using-network-kernel-density-estimation-and-r