# Evaluate asphalt pavement frictional characteristics based on IGWO-NGBoost using 3D macro-texture data

> Research article (Expert Systems with Applications, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4389162646](https://www.wikidata.org/wiki/openalex:W4389162646)  
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