BugPre: an intelligent software version-to-version bug prediction system using graph convolutional neural networks

BugPre: an intelligent software version-to-version bug prediction system using graph convolutional neural networks

Abstract Since defects in software may cause product fault and financial loss, it is essential to conduct software defect prediction (SDP) to identify the potentially defective modules, especially in the early stage of the software development lifecycle. Recently, cross-version defect prediction (CV...

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Bibliographic Details
Main Authors: Zixu Wang, Weiyuan Tong, Peng Li, Guixin Ye, Hao Chen, Xiaoqing Gong, Zhanyong Tang
Format: Article
Language:English
Published: Springer 2022-08-01
Series:Complex & Intelligent Systems
Subjects:
Defect detection
Change impact analysis
Software version changes
Graph convolutional neural network
Online Access:https://doi.org/10.1007/s40747-022-00848-w

Internet

https://doi.org/10.1007/s40747-022-00848-w

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