2 papers
cs.LG2025
Unlocking the Black Box: A Five-Dimensional Framework for Evaluating Explainable AI in Credit Risk
Rongbin Ye, Jiaqi Chen
The financial industry faces a significant challenge modeling and risk portfolios: balancing the predictability of advanced machine learning models, neural network models, and expl…
cs.LG2025
Network Threat Detection: Addressing Class Imbalanced Data with Deep Forest
Jiaqi Chen, Rongbin Ye
With the rapid expansion of Internet of Things (IoT) networks, detecting malicious traffic in real-time has become a critical cybersecurity challenge. This research addresses the d…