# Culvert Condition Prediction via Artificial Neural Network Machine Learning-Based Models using SMOTE

> Research article (SoutheastCon 2023, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4375853938](https://www.wikidata.org/wiki/openalex:W4375853938)  
**Source**: https://4ort.xyz/entity/culvert-condition-prediction-via-artificial-neural-network-machine-learning-based-models-using-smote