Cross-Project Defect Prediction Method Based on Instance Filtering and Transfer

In cross-project software defect prediction,original datasets collected and labeled by humans are often corrupted by noisy,and large distribution differences exist between data of the source project and target project.To address the problem,this paper proposes a two-stage cross-project defect predic...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	FAN Guisheng, DIAO Xuyang, YU Huiqun, CHEN Liqiong
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2020-08-01
Subjects:	cross-project defect prediction(cpdp)|noisy data|distribution difference|instance filtering|instance transfer
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20200829.pdf