Ping-Wen Han

A semantic-aligned stacked ensemble framework for cross-semester student performance prediction

Accurate prediction of student academic performance is crucial for the advancement of intelligent educational systems. However, significant challenges persist in achieving high prediction accuracy and strong generalization capability, particularly in data-scarce educational scenarios with heterogeneous assessment struc...