Duplicate bug report detection using dual-channel convolutional neural networks

J He, L Xu, M Yan, X Xia, Y Lei - … of the 28th International Conference on …, 2020 - dl.acm.org
Developers rely on bug reports to fix bugs. The bug reports are usually stored and managed
in bug tracking systems. Due to the different expression habits, different reporters may use …

It takes two to tango: Combining visual and textual information for detecting duplicate video-based bug reports

N Cooper, C Bernal-Cárdenas… - 2021 IEEE/ACM …, 2021 - ieeexplore.ieee.org
When a bug manifests in a user-facing application, it is likely to be exposed through the
graphical user interface (GUI). Given the importance of visual information to the process of …

Aiops solutions for incident management: Technical guidelines and a comprehensive literature review

Y Remil, A Bendimerad, R Mathonat… - arXiv preprint arXiv …, 2024 - arxiv.org
The management of modern IT systems poses unique challenges, necessitating scalability,
reliability, and efficiency in handling extensive data streams. Traditional methods, reliant on …

Duplicate bug report detection and classification system based on deep learning technique

A Kukkar, R Mohana, Y Kumar, A Nayyar, M Bilal… - IEEE …, 2020 - ieeexplore.ieee.org
Duplicate bug report detection is a process of finding a duplicate bug report in the bug
tracking system. This process is essential to avoid unnecessary work and rediscovery. In …

[PDF][PDF] A survey on bug-report analysis.

J Zhang, X Wang, D Hao, B Xie, L Zhang, H Mei - Sci. China Inf. Sci., 2015 - Citeseer
Bug reports are essential software artifacts that describe software bugs, especially in open-
source software. Lately, due to the availability of a large number of bug reports, a …

Automatic prediction of the severity of bugs using stack traces and categorical features

KK Sabor, M Hamdaqa, A Hamou-Lhadj - Information and Software …, 2020 - Elsevier
Context The severity of a bug is often used as an indicator of how a bug negatively affects
system functionality. It is used by developers to prioritize bugs which need to be fixed. The …

An HMM-based approach for automatic detection and classification of duplicate bug reports

N Ebrahimi, A Trabelsi, MS Islam… - Information and …, 2019 - Elsevier
Context Software projects rely on their issue tracking systems to guide maintenance
activities of software developers. Bug reports submitted to the issue tracking systems carry …

Silent compiler bug de-duplication via three-dimensional analysis

C Yang, J Chen, X Fan, J Jiang, J Sun - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
Compiler testing is an important task for assuring the quality of compilers, but investigating
test failures is very time-consuming. This is because many test failures are caused by the …

Reformulating queries for duplicate bug report detection

O Chaparro, JM Florez, U Singh… - 2019 IEEE 26th …, 2019 - ieeexplore.ieee.org
When bugs are reported, one important task is to check if they are new or if they were
reported before. Many approaches have been proposed to partially automate duplicate bug …

Durfex: a feature extraction technique for efficient detection of duplicate bug reports

KK Sabor, A Hamou-Lhadj… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
The detection of duplicate bug reports can help reduce the processing time of handling field
crashes. This is especially important for software companies with a large client base where …