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LCNN: Lightweight CNN Architecture for Software Defect Feature Identification Using Explainable AI

Software defect identification (SDI) is a key part of improving the quality of software projects and lowering the risks that along with maintenance. It does identify the software defect causes that have not been reached yet to get sufficient results. On the other hand, many researchers have recently...

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Principais autores: Momotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, Jia Uddin, Md. Abdus Samad
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2024-01-01
Serier:IEEE Access
Fag:
Software defect identification (SDI)
explainability
1D-CNN
2D-CNN
CNN model
deep learning
Online adgang:https://ieeexplore.ieee.org/document/10499820/
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