[HTML][HTML] On the use of deep learning in software defect prediction

G Giray, KE Bennin, Ö Köksal, Ö Babur… - Journal of Systems and …, 2023 - Elsevier
Context: Automated software defect prediction (SDP) methods are increasingly applied,
often with the use of machine learning (ML) techniques. Yet, the existing ML-based …

[HTML][HTML] A hybrid deep learning approach with genetic and coral reefs metaheuristics for enhanced defect detection in software

K Tameswar, G Suddul, K Dookhitram - International Journal of Information …, 2022 - Elsevier
Early detection and correction of software defects is essential in the software development
process. In the production stage, software with defects negatively impacts on operational …