# The Machine Learning-Based Dropout Early Warning System for Improving the Performance of Dropout Prediction

> Research article (Applied Sciences, 2019) · cited 154× · AI/ML

**Wikidata**: [openalex:W2965075997](https://www.wikidata.org/wiki/openalex:W2965075997)  
**Source**: https://4ort.xyz/entity/the-machine-learning-based-dropout-early-warning-system-for-improving-the-performance-of-dropout-prediction