A Method-Level Defect Prediction Approach Based on Structural Features of Method-Calling Network

A Method-Level Defect Prediction Approach Based on Structural Features of Method-Calling Network

Software defect prediction models help testers find program modules that have a high probability of having defects. A method-calling network can express the dependencies between methods in a program. Existing approaches do not sufficiently utilize method-calling network to characterize the structura...

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Bibliographic Details
Main Authors: Fengyu Yang, Haoming Xu, Peng Xiao, Fa Zhong, Guangdong Zeng
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Software defect prediction
structural features
method-calling network
network embedding
Online Access:https://ieeexplore.ieee.org/document/10024780/

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