# From raw to refined: Data preprocessing for construction machine learning (ML), deep learning (DL), and reinforcement learning (RL) models

> Research article (Automation in Construction, 2024) · cited 41× · AI/ML

**Wikidata**: [openalex:W4403668631](https://www.wikidata.org/wiki/openalex:W4403668631)  
**Source**: https://4ort.xyz/entity/from-raw-to-refined-data-preprocessing-for-construction-machine-learning-ml-deep-learning-dl-and-reinforcement-learning-