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Security bug reports classification using fasttext
Software developers and maintainers must address security bug reports (SBRs) before they are publicly disclosed, and their system is left vulnerable...
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Bug reports priority classification models. Replication study
Bug tracking systems receive a large number of bugs on a daily basis. The process of maintaining the integrity of the software and producing...
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ReviewLocator: Enhance User Review-Based Bug Localization with Bug Reports
Improving and updating applications based on user reviews is crucial to the continuous development of modern mobile applications. However, software... -
Generating Bug Reports Using Topic-Modelling and Sentimental Analysis
User reviews play a crucial role in software troubleshooting, offering developers insights into user experiences, feature requests, and bug reports.... -
Towards the identification of bug entities and relations in bug reports
During the bug fixing process, developers usually analyze the historical relevant bug reports in bug repository to support various bug analysis and...
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Inferring test models from user bug reports using multi-objective search
Bug reports are used by software testers to identify abnormal software behaviour. In this paper, we propose a multi-objective evolutionary approach...
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Automatic Classification of Bug Reports Based on Multiple Text Information and Reports’ Intention
With the rapid growth of software scale and complexity, a large number of bug reports are submitted to the bug tracking system. In order to speed up... -
Empirically revisiting and enhancing automatic classification of bug and non-bug issues
A large body of research effort has been dedicated to automated issue classification for Issue Tracking Systems (ITSs). Although the existing...
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Early Identification of Invalid Bug Reports in Industrial Settings – A Case Study
Software development companies spend considerable time resolving bug reports. However, bug reports might be invalid, i.e., not point to a valid flaw.... -
DevSched: an efficient bug-triaging model for allocating and balancing developer tasks
Bug triage is a critical aspect of software development that involves classifying and prioritizing reported bugs. Effective bug triage ensures that...
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Code quality control by bug report classification
Software maintenance phase involves successive code changes due to the reported bugs causing the emergence of bad smells in the code. Gradual code...
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Understanding the characteristics and the role of visual issue reports
Issue reports are a pivotal interface between developers and users for receiving information about bugs in their products. In practice, reproducing...
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Enhancing Bug-Fixing Time Prediction with LSTM-Based Approach
This work presents an approach based on Long short-term memory (LSTM) for estimating the bug-fixing time in the bug triage process. Existing... -
The role of bug report evolution in reliable fixing estimation
ContextBug reports contain information that can be used by researchers and practitioners to better understand the bug fixing process and to enable...
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LLM-BRC: A large language model-based bug report classification framework
Deep learning frameworks serve as the cornerstone for constructing robust deep learning systems. However, bugs within these frameworks can have...
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Towards automatic labeling of exception handling bugs: A case study of 10 years bug-fixing in Apache Hadoop
ContextException handling (EH) bugs stem from incorrect usage of exception handling mechanisms (EHMs) and often incur severe consequences (e.g.,...
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Upstream bug management in Linux distributions
A Linux distribution consists of thousands of packages that are either developed by in-house developers (in-house packages) or by external projects...
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Evaluating Probabilistic Topic Models for Bug Triaging Tasks
During the software development process, occurring problems are collected and managed as bug reports using bug tracking systems. Usually, a bug... -
A multi-model framework for semantically enhancing detection of quality-related bug report descriptions
Maintaining and delivering a high-quality software system is a delicate process. One way to ensure that a software system achieves the desired...
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Modeling function-level interactions for file-level bug localization
Automatic bug localization, i.e., automatically locating potential buggy source files given a bug report, plays an essential role in software...