Somiya Abokadr

Kernel-based dynamic ensemble approach for classifying imbalanced data with overlapping classes

2026 · Scientific Reports

In many real-world applications, binary and multi-class classification problems involving imbalanced data and overlapping boundaries present a significant challenge for traditional machine learning algorithms. In this paper we propose a Dynamic Ensemble Selection framework using …