Guaranteeing correctness of machine learning based decision making at higher educational institutions

M Nauman, N Akhtar, A Alhudhaif, A Alothaim - IEEE access, 2021 - ieeexplore.ieee.org
State-of-the-art software technologies have enabled Higher Education Institutions to record
and store large amounts of student data. Analyzing this large amount of data can facilitate …

A hybrid model for predicting academic performance of engineering undergraduates

K Niu, BT Jia, YH Zhou, GQ Lu - International Journal of Modeling …, 2023 - World Scientific
Predicting engineering students' academic performance is crucial for teachers to implement
teaching interventions. How to use students' behavior records to predict grades during …

[PDF][PDF] Prediction of student's performance using random forest classifier

SK Ghosh, F Janan - Proceedings of the 11th Annual International …, 2021 - ieomsociety.org
Measuring student performance based on both qualitative and quantitative factors is
essential because many undergraduate students could not be able to complete their degree …

Factors of Pre-University Study in Influencing Graduate on Time

TJ Law, CY Ting, HN Goh, H Ng… - 2024 16th International …, 2024 - ieeexplore.ieee.org
In education, identifying the important pre-university study factors poses a formidable
challenge, due to the necessity for human intervention in the variable selection process …

Analysis of the Socio-economic Factors of Poor Academic Results and Predicting Probable Solutions of Major Factors

SA Rozy, SK Ghosh, F Janan - Available at SSRN 4523122, 2023 - papers.ssrn.com
Measuring student performance based on both qualitative and quantitative factors is
essential because many undergraduate students could not be able to complete their degree …

[PDF][PDF] AIS Electronic Library (AISeL)

D Schoemer, S Laumer, K Wilbers, T Wolbring… - scholar.archive.org
The use of machine learning found its way into the field of educational research and address
the necessity of data-driven student advisory. Notwithstanding the plethora of current …

Metodología para predecir el desempeño estudiantil en cursos universitarios virtuales a distancia

VD Gil Vera - repositorio.unal.edu.co
El incremento masivo de cursos universitarios virtuales a distancia en universidades e
Instituciones de Educación Superior a nivel mundial, ha llevado al incremento en la …