Improving predictive performance in e-learning through hybrid 2-tier feature selection and hyper parameter-optimized 3-tier ensemble modeling

Hyperparameter Tuning for Machine Learning Algorithms Used for Arabic Sentiment Analysis

Enas Elgeldawi, Awny Sayed, Ahmed R. Galal et al. · Informatics · 2021 · 393 citations · Full text

Computing, Arabic, Computer Science +17

Student Engagement Predictions in an e-Learning System and Their Impact on Student Course Assessment Scores

Mushtaq Hussain, Wenhao Zhu, Wu Zhang et al. · Computational Intelligence and Neuroscience · 2018 · 371 citations · Full text

Education, Computer Science, Higher Education +17

A systematic review: machine learning based recommendation systems for e-learning

Shristi Shakya Khanal, P. W. C. Prasad, Abeer Alsadoon et al. · Education and Information Technologies · 2019 · 350 citations

Computing, Computer Engineering, Computer Science +14

Early segmentation of students according to their academic performance: A predictive modelling approach

Vera Miguéis, Ana Freitas, P. García et al. · Decision Support Systems · 2018 · 208 citations

Education, Educational Assessment, Higher Education +13

Application of Deep Learning on Student Engagement in e-learning environments

Prakhar Bhardwaj, P. K. Gupta, Harsh Panwar et al. · Computers & Electrical Engineering · 2021 · 176 citations · Full text

Education, Educational Technology, Higher Education +16