Raghad Al-Shabandar

Machine learning approaches to predict learning outcomes in Massive open online courses

Raghad Al-Shabandar, Abir Hussain, Andy Laws et al. · 2017 · 117 citations

E-learning, Engineering, Machine Learning +18

A deep gated recurrent neural network for petroleum production forecasting

Raghad Al-Shabandar, Ali Jaddoa, Panos Liatsis et al. · Machine Learning with Applications · 2020 · 83 citations · Full text

Intelligent Forecasting, Forecasting Methodology, Engineering +14

Students Performance Prediction in Online Courses Using Machine Learning Algorithms

Raghad Al-Shabandar, Abir Hussain, Robert Keight et al. · 2020 · 71 citations · Full text

E-learning, Engineering, Online Assessments +17

Detecting At-Risk Students With Early Interventions Using Machine Learning Techniques

Raghad Al-Shabandar, Abir Hussain, Panos Liatsis et al. · IEEE Access · 2019 · 64 citations · Full text

E-learning, Education, Online Learning +19

Analyzing Learners Behavior in MOOCs: An Examination of Performance and Motivation Using a Data-Driven Approach

Raghad Al-Shabandar, Abir Hussain, Panos Liatsis et al. · IEEE Access · 2018 · 54 citations · Full text

E-learning, Educational Psychology, Education +16