# Analysis of traffic accident causes based on data augmentation and ensemble learning with high-dimensional small-sample data

> Research article (Expert Systems with Applications, 2023) · cited 26× · AI/ML

**Wikidata**: [openalex:W4387004624](https://www.wikidata.org/wiki/openalex:W4387004624)  
**Source**: https://4ort.xyz/entity/analysis-of-traffic-accident-causes-based-on-data-augmentation-and-ensemble-learning-with-high-dimensional-small-sample-