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Author

Amanzhol Yelemessov

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2 papers indexed here

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Review Open access Sep 2026

A Multi-Model Approach to Academic Performance Prediction Using Student–Semester Educational Data

Identifying students at academic risk early calls for forecasting that respects the temporal structure of educational data and stays readable for advising staff. In this work, linear, gradient-boosted, and deep tabular models are compared under one protocol on two tasks: next-semester performance prediction and binary...

Tole Bi Yermek, B. Yergesh, Amanzhol Yelemessov et al. · 0 citations
Open access Aug 2026

Cross-Institution Student Performance Prediction Using an Explainable Stacking Ensemble Framework

The experimental results demonstrated that the proposed stacking model achieves strong predictive performance, with an accuracy of 95.82% and an Area Under the ROC Curve (AUC) close to 1.0 on the primary dataset, while maintaining strong generalization across external datasets.

Tole Bi Yermek, Amanzhol Yelemessov, B. Yergesh et al. · 0 citations

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