A novel approach to improve software defect prediction accuracy using machine learning

I Mehmood, S Shahid, H Hussain, I Khan… - IEEE …, 2023 - ieeexplore.ieee.org
In software engineering community, defect prediction is one the active domain. For the
software's success, it is essential to reduce the software engineering and data-mining gap …

Convolutional Neural Network-Based Research on Software Engineering Defect Prediction

X Qiu, P Fan, J Ren - Proceedings of the 6th International Conference on …, 2023 - dl.acm.org
Defect prediction plays a crucial role in software engineering by identifying potential issues
before they manifest as costly problems. In this research, we focus on enhancing defect …