# A PSO weighted ensemble framework with SMOTE balancing for student dropout prediction in smart education systems

> Research article (Scientific Reports, 2025) · cited 21× · AI/ML

**Wikidata**: [openalex:W4410521619](https://www.wikidata.org/wiki/openalex:W4410521619)  
**Source**: https://4ort.xyz/entity/a-pso-weighted-ensemble-framework-with-smote-balancing-for-student-dropout-prediction-in-smart-education-systems