2 papers
cs.LG2025
Explainable AI and Machine Learning for Exam-based Student Evaluation: Causal and Predictive Analysis of Socio-academic and Economic Factors
Bushra Akter, Md Biplob Hosen, Sabbir Ahmed +2
Academic performance depends on a multivariable nexus of socio-academic and financial factors. This study investigates these influences to develop effective strategies for optimizi…
cs.LG2025
Impact, Causation and Prediction of Socio-Academic and Economic Factors in Exam-centric Student Evaluation Measures using Machine Learning and Causal Analysis
Md. Biplob Hosen, Sabbir Ahmed, Bushra Akter +1
Understanding socio-academic and economic factors influencing students' performance is crucial for effective educational interventions. This study employs several machine learning…