L. A. Hernández-González

Integrating Explainable Artificial Intelligence into Software Defect Prediction: Addressing the Black Box Challenge

: Software Defect Prediction (SDP) plays a critical role in improving software quality by identifying fault-prone modules early in the development lifecycle. While machine learning models (particularly black-box) have demonstrated high predictive accuracy, their lack of interpretability limits their adoption in environ...