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 …
underlying properties of the software project before the actual testing process begins. It …
Combining text mining and data mining for bug report classification
Bug reports represent an important information source for software construction.
Misclassification of these reports inevitably introduces bias. Manual examinations can help …
Misclassification of these reports inevitably introduces bias. Manual examinations can help …
Predictive analytics and software defect severity: A systematic review and future directions
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 …
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
Software maintenance is an essential phase of software development. Developers employ
issue tracking systems to collect bugs for software improvement. Users submit bugs through …
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
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 …
bug reports are submitted into the bug tracking system with high speed, and owing to this …
Emotion based automated priority prediction for bug reports
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 …
product component, description, and severity. Based on such information, triagers often …
A survey on bug prioritization
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 …
systems. Dealing with these reports manually utilizes time and resources which leads to …
Considering dependencies between bug reports to improve bugs triage
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 …
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
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 …
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
Mobile application maintenance is crucial to ensuring the accurate operation and
continuous improvement of mobile applications (mobile apps). To effectively address issues …
continuous improvement of mobile applications (mobile apps). To effectively address issues …