Improving software vulnerability classification performance using normalized difference measures

PK Kudjo, SA Brown, S Mensah - International Journal of System …, 2023 - Springer
Abstract Vulnerability Classification Models (VCMs) play a crucial role in software reliability
engineering and hence, have attracted significant studies from researchers and …

Towards a taxonomy of bug tracking process smells: A quantitative analysis

KA Qamar, E Sülün, E Tüzün - 2021 47th Euromicro conference …, 2021 - ieeexplore.ieee.org
Bug tracking is the process of monitoring and reporting malfunctions or issues found in
software. While there is no consensus on a formally specified bug tracking process, some …

A Machine Learning Approach for Classifying the Default Bug Severity Level

A Aburakhia, M Alshayeb - Arabian Journal for Science and Engineering, 2024 - Springer
Bug reports (BRs) play a major role in the software maintenance process; they alert
developers about the bugs discovered by the end-users. Software applications utilize bug …

Latent dirichlet allocation (lda) based on automated bug severity prediction model

R Bibyan, S Anand, A Jaiswal - … of Data Analytics and Management: ICDAM …, 2022 - Springer
The software systems prevail various types of bugs reported by users. On the basis of
severity levels of bugs, it is decided which bug needs to be fixed first. If the bug is crucial …

Knowledge-oriented models based on developer-artifact and developer-developer interactions

EM Lucas, TC Oliveira, D Schneider… - IEEE Access, 2020 - ieeexplore.ieee.org
INTRODUCTION: Software development is organized around developers working
collaboratively promoting two types of interactions for knowledge sharing. Developer-Artifact …

Bug report priority prediction using developer-oriented socio-technical features

Z Huang, Z Shao, G Fan, H Yu, K Yang… - Proceedings of the 13th …, 2022 - dl.acm.org
Software stakeholders report bugs in Issue Tracking System (ITS) with manually labeled
priorities. However, the lack of knowledge and standard for prioritization may cause …

Automatic classification of bug reports based on multiple text information and reports' intention

F Meng, X Wang, J Wang, P Wang - International Symposium on …, 2022 - Springer
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 defect repair, these reports need …

Bug report priority prediction using social and technical features

Z Huang, Z Shao, G Fan, H Yu… - Journal of Software …, 2024 - Wiley Online Library
Software stakeholders report bugs in issue tracking system (ITS) with manually labeled
priorities. However, the lack of knowledge and standard for prioritization may cause …

Intelligent software bug prediction framework with parameter-tuned lstm with attention mechanism using adaptive target-based pooling deep features

A Gupta, M Sharma, A Srivastava - International Journal of …, 2023 - World Scientific
In recent years, various researchers have designed a software bug prediction model for
classifying the nonfaulty and faulty modules in software that are correlated with software …

A text mining framework for analyzing change impact and maintenance effort of software bug reports

R Malhotra, M Khanna - International Journal of Information …, 2022 - igi-global.com
Software practitioners often strive to achieve a “bug-free” software, though, it is a myth.
Software Bug Categorization (SBC) models, which assigns levels (viz.“low”,“moderate” or …