For this reason, there is a great interest to identify defect prediction and estimation techniques. Recent research proposes just-in-time techniques to predict defective changes just at the commit level allowing the developers to fix the defect when it is introduced. However, the performance of ...
Software defect prediction is classified into three categories: within-project (WP) (Uddin et al., 2022), cross-project (CP) (Khatri and Singh, 2022), and just-in-time (JIT) defect prediction (Zhuang et al., 2022). Of these, JIT defect prediction predominates. Show abstract SeDPGK: ...
Just-in-time (JIT) defect prediction can help developers quickly identify whether a change is defective or not. The features extracted from changes play an essential role in building an accurate prediction model. In recent years,...
Cabral, G.G., Minku, L.L., Oliveira, A.L.I. et al. Correction to: An investigation of online and offline learning models for online just-in-time software defect prediction. Empir Software Eng 29, 151 (2024). https://doi.org/10.1007/s10664-023-10422-8 Download citation Published18 S...
Moreover, quality improvement plans should be informed by JIT models that are trained using six months (or more) of historical data, since they are more resilient to period-specific fluctuations in importance. 展开 关键词: Just-In-Time prediction defect prediction mining software repositories ...
Interpretability application of the Just-in-Time software defect prediction model Software defect prediction is one of the most active fields in software engineering. Recently, some experts have proposed the Just-in-time Defect Predictio... W Zheng,T Shen,X Chen,... - 《Journal of Systems & ...
Just‐in‐time defect prediction enhanced by the joint method of line label fusion and file filtering Just‐In‐Time (JIT) defect prediction aims to predict the defect proneness of software changes when they are initially submitted. It has become a hot topi... H Zhang,L Kuang,A Wu,... ...
关键词: Defect prediction changes just-in-time code churn unsupervised models supervised models 会议名称: 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) 会议时间: 11 December 2017 主办单位: ACM
Just in time defect prediction abbreviated as JITDP refers to a software that helps to detect instantaneously whether any change made to that software lead... K Goel,S Gupta,L Goel - Springer, Singapore 被引量: 0发表: 2023年 An empirical examination of just-in-time/total quality control, ...
Traditional just-in-time defect prediction approaches have been using changed lines of software to predict defective-changes in software development. However, they disregard information around the changed lines. Our main hypothesis is that such information has an impact on the likelihood that the ...