[HTML][HTML] An artificial intelligence framework on software bug triaging, technological evolution, and future challenges: A review

NK Nagwani, JS Suri - … Journal of Information Management Data Insights, 2023 - Elsevier
The timely release of defect-free software and the optimization of development costs depend
on efficient software bug triaging (SBT) techniques. SBT can also help in managing the vast …

Automatic duplicate bug report detection using information retrieval-based versus machine learning-based approaches

BS Neysiani, SM Babamir - 2020 6th international conference …, 2020 - ieeexplore.ieee.org
Nowadays, there are many software repositories, especially on the web, which have many
challenges to be automated. Duplicate bug report detection (DBRD) is an excellent problem …

[PDF][PDF] Duplicate detection models for bug reports of software triage systems: A survey

BS Neysiani, SM Babamir - Current Trends In Computer Sciences …, 2019 - researchgate.net
Duplicate bug report detection (DBRD) is one of the significant problems of software triage
systems, which receive end-user bug reports. DBRD needs automation using artificial …

[PDF][PDF] Text mining approaches for dependent bug report assembly and severity prediction.

B Luaphol, J Polpinij, M Kaenampornpan - Int. Arab J. Inf. Technol., 2022 - iajit.org
In general, most existing bug report studies focus only on solving a single specific issue.
Considering of multiple issues at one is required for a more complete and comprehensive …

An Extended Survey Concerning the Significance of Artificial Intelligence and Machine Learning Techniques for Bug Triage and Management

R Bocu, A Baicoianu, A Kerestely - IEEE Access, 2023 - ieeexplore.ieee.org
Bug reports are generated in large numbers during the software development processes in
the software industry. The manual processing of these issues is usually time consuming and …

[PDF][PDF] Mining bug report repositories to identify significant information for software bug fixing

B Luaphol, J Polpinij… - Applied Science and …, 2021 - academia.edu
Most studies relating to bug reports aim to automatically identify necessary information from
bug reports for software bug fixing. Unfortunately, the study of bug reports focuses only on …

DevSched: an efficient bug-triaging model for allocating and balancing developer tasks

KMA Uddin, MS Satu, MMH Riyad, K Sakib - Iran Journal of Computer …, 2024 - Springer
Bug triage is a critical aspect of software development that involves classifying and
prioritizing reported bugs. Effective bug triage ensures that resources are allocated and bug …

Comparison of ML, Deep Learning and Bio-inspired Algorithms in Bug Triaging

A Yadav, G Yadav, S Jain, SA Dwivedi - Proceedings of the 2023 …, 2023 - dl.acm.org
Effective bug triaging is critical for efficient software development as bugs can cause
software failures and unexpected behavior. The bug triaging process involves report …

[PDF][PDF] Automatic Dependent Bug Reports Assembly for Bug Tracking Systems by Threshold-Based Similarity

B Luaphol, J Polpinij… - Indonesian Journal of …, 2021 - pdfs.semanticscholar.org
Bug reports contain essential information for fixing problems that occur in software. Many
studies have proposed methods for automatic analysis of bug reports. One such task could …

[HTML][HTML] Using Machine Learning Methods for Automatic Bug Assignment to Developers

M Yousefi, R Akbari, SMR Moosavi - Journal of Electrical and …, 2020 - jecei.sru.ac.ir
Background and Objectives: It is generally accepted that the highest cost in software
development is associated with the software maintenance phase. In corrective maintenance …