Mahmoud M. Ismail

Cluster-aware imputation: a hybrid XGBoost-based model for missing data

Abstract The fast growth of high-dimensional datasets in computational biology, industrial IoT, and socio-economic research has made the issue of missing data more challenging. This common problem reduces statistical power and introduces systematic bias in later machine learning...