Karim-Abdallah, B., Ayitey Junior, M., Appiahene, P., Harris, E. and Binful, D.K. 2025. Application of Machine Learning Algorithms in Predicting Academic Performance of Students in Higher Education Institutes (HEIs): A Systematic Review and Bibliographic Analysis. AFRICAN JOURNAL OF APPLIED RESEARCH. 11, 1 (Jan. 2025), 536–559. DOI:https://doi.org/10.26437/ajar.v11i1.869.