Improving deep‐learning‐based fault localization with resampling

Author:

Zhang Zhuo12,Lei Yan34ORCID,Mao Xiaoguang2,Yan Meng34,Xu Ling34,Wen Junhao34

Affiliation:

1. Guangxi Key Laboratory of Trusted Software Guilin University of Electronic Technology Guilin China

2. College of Computer National University of Defense Technology Hunan China

3. Key Laboratory of Dependable Service Computing in Cyber Physical Society Chongqing University, Ministry of Education Chongqing China

4. School of Big Data & Software Engineering Chongqing University Chongqing China

Funder

Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

Wiley

Subject

Software

Cited by 31 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Combining Error Guessing and Logical Reasoning for Software Fault Localization via Deep Learning;International Journal of Software Engineering and Knowledge Engineering;2024-05-28

2. A deep semantics-aware data augmentation method for fault localization;Information and Software Technology;2024-04

3. On the Stability and Applicability of Deep Learning in Fault Localization;2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER);2024-03-12

4. Model-domain failing test augmentation with Generative Adversarial Networks;Expert Systems with Applications;2024-03

5. Code-aware fault localization with pre-training and interpretable machine learning;Expert Systems with Applications;2024-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3