Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM.
Samina SarwatNaeem UllahSaima SadiqRobina SaleemMuhammad UmerAlá Abdulmajid EshmawiAbdullah MohamedImran AshrafPublished in: Sensors (2022)
Keyphrases
- support vector machine svm
- support vector
- multi class
- distance learning
- higher education
- learning experience
- computer engineering
- information literacy
- undergraduate students
- distance education
- post secondary
- high school students
- student learning
- complex networks
- learning activities
- learning environment
- learning outcomes
- generative model
- multi agent
- collaborative learning
- college students
- knn
- feature selection
- learning styles
- national science foundation
- faculty members
- citation networks
- computer science education
- grounded theory
- secondary school
- wireless sensor networks
- control group
- support vector machine
- network structure
- statistically significant
- unsupervised learning