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Author

Nongnapat Sunontanam

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Open access Oct 2026

A Machine Learning-Based Student Dropout Risk Prediction and Early Warning System

Student dropout rates in higher education have become a significant problem for universities worldwide, impacting both student academic achievement and institutional stability. To address this problem, this research proposes the Student Dropout Risk Prediction and Early Warning System (SDRP-EWS), a machine learning fra...

Kritanat Chungnoy, Tanatorn Tanantong, Naphat Jakkraphatcharakul et al. · 0 citations

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