Integrating temporal convolutional networks with metaheuristic optimization for accurate software defect prediction.

The increasing importance of deep learning in software development has greatly improved software quality by enabling the efficient identification of defects, a persistent challenge throughout the software development lifecycle. This study seeks to determine the most effective model for detecting def...

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Bibliographic Details
Main Authors: Ahmed Abdelaziz, Alia Nabil Mahmoud, Vitor Santos, Mario M Freire
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0319562
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