# Enhancing Dropout Prediction in Distributed Educational Data Using Learning Pattern Awareness: A Federated Learning Approach

> Research article (Mathematics, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4389917715](https://www.wikidata.org/wiki/openalex:W4389917715)  
**Source**: https://4ort.xyz/entity/enhancing-dropout-prediction-in-distributed-educational-data-using-learning-pattern-awareness-a-federated-learning-appro