# Intelligent cost-effective winter road maintenance by predicting road surface temperature using machine learning techniques

> Research article (Knowledge-Based Systems, 2022) · cited 31× · AI/ML

**Wikidata**: [openalex:W4225856991](https://www.wikidata.org/wiki/openalex:W4225856991)  
**Source**: https://4ort.xyz/entity/intelligent-cost-effective-winter-road-maintenance-by-predicting-road-surface-temperature-using-machine-learning-techniq