Yusuke Maruyama

BoostSAGE: A Weighted Ensemble Framework for Explainable Financial Fraud Detection

Sophisticated machine learning and deep learning architectures often achieve high predictive performance but remain insufficient for high-stakes domains such as financial fraud detection, where stakeholders require both accuracy and trust in the decision-making process. This study proposes a weighted ensemble framework...