A study on software fault prediction techniques

SS Rathore, S Kumar - Artificial Intelligence Review, 2019 - Springer
Software fault prediction aims to identify fault-prone software modules by using some
underlying properties of the software project before the actual testing process begins. It …

Combining text mining and data mining for bug report classification

Y Zhou, Y Tong, R Gu, H Gall - Journal of Software: Evolution …, 2016 - Wiley Online Library
Bug reports represent an important information source for software construction.
Misclassification of these reports inevitably introduces bias. Manual examinations can help …

Predictive analytics and software defect severity: A systematic review and future directions

TO Olaleye, OT Arogundade, S Misra… - Scientific …, 2023 - Wiley Online Library
Software testing identifies defects in software products with varying multiplying effects based
on their severity levels and sequel to instant rectifications, hence the rate of a research study …

Deep neural network-based severity prediction of bug reports

WY Ramay, Q Umer, XC Yin, C Zhu, I Illahi - IEEE Access, 2019 - ieeexplore.ieee.org
Software maintenance is an essential phase of software development. Developers employ
issue tracking systems to collect bugs for software improvement. Users submit bugs through …

A novel deep-learning-based bug severity classification technique using convolutional neural networks and random forest with boosting

A Kukkar, R Mohana, A Nayyar, J Kim, BG Kang… - Sensors, 2019 - mdpi.com
The accurate severity classification of a bug report is an important aspect of bug fixing. The
bug reports are submitted into the bug tracking system with high speed, and owing to this …

Emotion based automated priority prediction for bug reports

Q Umer, H Liu, Y Sultan - IEEE Access, 2018 - ieeexplore.ieee.org
Issue tracking systems allow users to report bugs. Bug reports often contain product name,
product component, description, and severity. Based on such information, triagers often …

A survey on bug prioritization

J Uddin, R Ghazali, MM Deris, R Naseem… - Artificial Intelligence …, 2017 - Springer
Daily large number of bug reports are received in large open and close source bug tracking
systems. Dealing with these reports manually utilizes time and resources which leads to …

Considering dependencies between bug reports to improve bugs triage

R Almhana, M Kessentini - Automated Software Engineering, 2021 - Springer
Software development teams need to deal with several open reports of critical bugs to be
addressed urgently and simultaneously. The management of these bugs is a complex …

[PDF][PDF] Precisely characterizing security impact in a flood of patches via symbolic rule comparison

Q Wu, Y He, S McCamant, K Lu - The 2020 Annual Network and …, 2020 - par.nsf.gov
A bug is a vulnerability if it has security impacts when triggered. Determining the security
impacts of a bug is important to both defenders and attackers. Maintainers of large software …

Bert based severity prediction of bug reports for the maintenance of mobile applications

A Ali, Y **a, Q Umer, M Osman - Journal of Systems and Software, 2024 - Elsevier
Mobile application maintenance is crucial to ensuring the accurate operation and
continuous improvement of mobile applications (mobile apps). To effectively address issues …