Machine Learning and Deep Learning-Based Students’ Grade Prediction

Predicting student academic performance in an engineering dynamics course: A comparison of four types of predictive mathematical models

Shaobo Huang, Ning Fang · Computers & Education · 2012 · 364 citations

Stem Education, Mathematics Education, Engineering +11

Student Performance Prediction and Classification Using Machine Learning Algorithms

Boran Şekeroğlu, Kamil Dimililer, Kubra Tuncal · 2019 · 197 citations

Artificial Intelligence, E-learning, Engineering +21

Predicting Student Performance in Higher Education Institutions Using Decision Tree Analysis

Alaa Khalaf Hamoud, Ali Salah Hashim, Wid Aqeel Awadh · International Journal of Interactive Multimedia and Artificial Intelligence · 2018 · 178 citations · Full text

Predicting Students Final GPA Using Decision Trees: A Case Study

Mashael A. Al-Barrak, Muna Al‐Razgan · International Journal of Information and Education Technology · 2015 · 171 citations · Full text

Comparative study of artificial neural network and statistical models for predicting student grade point averages

Wilpen L. Gorr, Daniel S. Nagin, Janusz Szczypula · International Journal of Forecasting · 1994 · 154 citations

Point Averages, Comparative Study, Educational Data Mining +7