Trustworthy Academic Risk Prediction with Explainable Boosting Machines
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-36272-9_38
Reference38 articles.
1. Adnan, M., et al.: Predicting at-risk students at different percentages of course length for early intervention using machine learning models. IEEE Access 9, 7519–7539 (2021)
2. Alamri, R., Alharbi, B.: Explainable student performance prediction models: a systematic review. IEEE Access 9, 33132–33143 (2021)
3. Baranyi, M., Nagy, M., Molontay, R.: Interpretable deep learning for university dropout prediction. In: Proceedings of the 21st Annual Conference on Information Technology Education, pp. 13–19 (2020)
4. Bussmann, N., Giudici, P., Marinelli, D., Papenbrock, J.: Explainable machine learning in credit risk management. Comput. Econ. 57(1), 203–216 (2021)
5. Chen, F., Cui, Y.: Utilizing student time series behaviour in learning management systems for early prediction of course performance. J. Learn. Anal. 7(2), 1–17 (2020)
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