Balqis Albreiki

A Systematic Literature Review of Student’ Performance Prediction Using Machine Learning Techniques

Balqis Albreiki, Nazar Zaki, Hany Alashwal · Education Sciences · 2021 · 352 citations · Full text

Engineering, Machine Learning, Education +21

Extracting topological features to identify at-risk students using machine learning and graph convolutional network models

Balqis Albreiki, Tetiana Habuza, Nazar Zaki · International Journal of Educational Technology in Higher Education · 2023 · 28 citations · Full text

Engineering, Machine Learning, Learning Network +20

Customized Rule-Based Model to Identify At-Risk Students and Propose Rational Remedial Actions

Balqis Albreiki, Tetiana Habuza, Zaid Shuqfa et al. · Big Data and Cognitive Computing · 2021 · 25 citations · Full text

Engineering, Education, Risk Analysis +23

Framework for automatically suggesting remedial actions to help students at risk based on explainable ML and rule-based models

Balqis Albreiki, Tetiana Habuza, Nazar Zaki · International Journal of Educational Technology in Higher Education · 2022 · 23 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +32

Clustering-based knowledge graphs and entity-relation representation improves the detection of at risk students

Balqis Albreiki, Tetiana Habuza, Nishi Palakkal et al. · Education and Information Technologies · 2023 · 12 citations