# Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data

> Research article (Journal of Transportation Engineering Part B Pavements, 2021) · cited 71× · AI/ML

**Wikidata**: [openalex:W3195623589](https://www.wikidata.org/wiki/openalex:W3195623589)  
**Source**: https://4ort.xyz/entity/machine-learning-approach-to-predict-international-roughness-index-using-long-term-pavement-performance-data
