Correlation feature and instance weights transfer learning for cross project software defect prediction

Abstract Due to the differentiation between training and testing data in the feature space, cross‐project defect prediction (CPDP) remains unaddressed within the field of traditional machine learning. Recently, transfer learning has become a research hot‐spot for building classifiers in the target d...

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Bibliographic Details
Main Authors: Quanyi Zou, Lu Lu, Shaojian Qiu, Xiaowei Gu, Ziyi Cai
Format: Article
Language:English
Published: Wiley 2021-02-01
Series:IET Software
Online Access:https://doi.org/10.1049/sfw2.12012