Software Defect Prediction via Attention-Based Recurrent Neural Network

In order to improve software reliability, software defect prediction is applied to the process of software maintenance to identify potential bugs. Traditional methods of software defect prediction mainly focus on designing static code metrics, which are input into machine learning classifiers to pre...

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Bibliographic Details
Main Authors: Guisheng Fan, Xuyang Diao, Huiqun Yu, Kang Yang, Liqiong Chen
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Scientific Programming
Online Access:http://dx.doi.org/10.1155/2019/6230953