Technological Evaluation and Software Bug Training using Genetic Algorithm and Time Convolution Neural Network (GA-TCN)

K Rathor, J Kaur, UA Nayak… - 2023 Second …, 2023 - ieeexplore.ieee.org
One crucial step in addressing bugs is assigning a proper severity rating to each report. New
bugs are being reported at such a high rate that the bug repository has grown significantly in …

A literature review of research in bug resolution: Tasks, challenges and future directions

T Zhang, H Jiang, X Luo, ATS Chan - The Computer Journal, 2016 - academic.oup.com
Due to the increasing scale and complexity of software products, software maintenance
especially on bug resolution has become a challenging task. Generally in large-scale …

Challenges and opportunities for software change request repositories: a systematic mapping study

YC Cavalcanti, PA da Mota Silveira Neto… - Journal of Software …, 2014 - Wiley Online Library
Software maintenance starts as soon as the first artifacts are delivered and is essential for
the success of the software. However, keeping maintenance activities and their related …

Developer prioritization in bug repositories

J Xuan, H Jiang, Z Ren, W Zou - 2012 34th International …, 2012 - ieeexplore.ieee.org
Developers build all the software artifacts in development. Existing work has studied the
social behavior in software repositories. In one of the most important software repositories, a …

Towards effective bug triage with software data reduction techniques

J Xuan, H Jiang, Y Hu, Z Ren, W Zou… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Software companies spend over 45 percent of cost in dealing with software bugs. An
inevitable step of fixing bugs is bug triage, which aims to correctly assign a developer to a …

Duplicate bug report detection: How far are we?

T Zhang, DG Han, V Vinayakarao, IC Irsan… - ACM Transactions on …, 2023 - dl.acm.org
Many Duplicate Bug Report Detection (DBRD) techniques have been proposed in the
research literature. The industry uses some other techniques. Unfortunately, there is …

[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 …

Effective bug triage based on historical bug-fix information

H Hu, H Zhang, J Xuan, W Sun - 2014 IEEE 25th international …, 2014 - ieeexplore.ieee.org
For complex and popular software, project teams could receive a large number of bug
reports. It is often tedious and costly to manually assign these bug reports to developers who …

Drex: Developer recommendation with k-nearest-neighbor search and expertise ranking

W Wu, W Zhang, Y Yang… - 2011 18th Asia-Pacific …, 2011 - ieeexplore.ieee.org
This paper proposes a new approach called DREX (Developer Recommendation with k-
nearest-neighbor search and Expertise ranking) to developer recommendation for bug …

Automatic bug triage in software systems using graph neighborhood relations for feature augmentation

I Alazzam, A Aleroud, Z Al Latifah… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Bug triaging is the process of prioritizing bugs based on their severity, frequency, and risk in
order to be assigned to appropriate developers for validation and resolution. This article …