Using Coding-Based Ensemble Learning to Improve Software Defect Prediction

Author:

Sun Zhongbin,Song Qinbao,Zhu Xiaoyan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Human-Computer Interaction,Information Systems,Software,Control and Systems Engineering

Cited by 135 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. Handling class overlap and imbalance using overlap driven under-sampling with balanced random forest in software defect prediction;Innovations in Systems and Software Engineering;2024-06-18

2. Software defect prediction ensemble learning algorithm based on 2-step sparrow optimizing extreme learning machine;Cluster Computing;2024-05-17

3. Method-level Bug Prediction: Problems and Promises;ACM Transactions on Software Engineering and Methodology;2024-04-18

4. A Software Defect Prediction Approach based on Machine Learning;2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC);2024-03-15

5. A survey on machine learning techniques applied to source code;Journal of Systems and Software;2024-03

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