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cs.LG2021
Who will dropout from university? Academic risk prediction based on interpretable machine learning
Shudong Yang
In the institutional research mode, in order to explore which characteristics are the best indicators for predicting academic risk from the student behavior data sets that have hig…
cs.CY2021
Academic Lobification: Low-performance Control Strategy for Long-planed Academic Purpose
Shudong Yang
Academic lobification refers to a collection of academic performance control strategies, methods, and means that a student deliberately hides academic behaviors, or deliberately lo…
stat.AP2021
Mining Meta-indicators of University Ranking: A Machine Learning Approach Based on SHAP
Shudong Yang, Miaomiao Liu
University evaluation and ranking is an extremely complex activity. Major universities are struggling because of increasingly complex indicator systems of world university rankings…