Apr 10, 2024 · The purpose of this research is twofold: first, to conduct a literature review on the bug report priority classification approaches, and second, to replicate ...
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Replication study - design of experiments. +4 Overview of bug priority classification process. Bug reports priority classification models. Replication study.
Sep 6, 2023 · By choosing these eight models, we cover a diverse set of classification algorithms that have shown promising results in research/practice for ...
Sep 19, 2023 · Automated prediction of bug report priority using multi-factor analysis ... local models for cross‐project defect prediction—a replication study.
We conducted a quantitative empirical study on bugs with priority changes through analyzing 32 non-trivial Apache open source software projects.
Abstract—Assigning appropriate priority to bugs is critical for timely addressing important software maintenance issues. An.
Jan 25, 2024 · A major problem in bug report priority detection is the imbalance in the number of samples in each priority class. Graph Neural Networks (GNN) ...
The purpose of Bug reports priority classification model based on CNN is first, to conduct a literature review on the bug report priority classification ...
Machine learning algorithms were widely used in the field of bug priority prediction. Jaweria et al. proposed and evaluated a priority recommendation approach ...
Sep 14, 2022 · First, we classify bug reports by topic-based severity, and extract features from the severity of each topic. The severity was predicted by ...