| # | Name | Keywords | Year | 
|---|---|---|---|
| 1 | Analysis and Prediction of Student Performance Based on Moodle Log Data using Machine Learning Techniques | database system subjects; machine learning; Moodle LMS; student performance prediction | 2023 | 
| 2 | Predicting New Student Performances and Identifying important Attributes of Admission Data Using Machine Learning Techniques with Hyperparameters Tuning | student performance prediction, hyperparameter tuning, feature importance, machine learning | 2023 | 
| 3 | การเพิ่มประสิทธิภาพการทำนายความสำเร็จของผู้เรียนในระดับอุดมศึกษาด้วยเทคนิคการเรียนรู้เชิงลึก | Student performance prediction, Deep learning, Web application, Graduation rate | 2024 | 
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