Capbug-a framework for automatic bug categorization and prioritization using nlp and machine learning algorithms

HA Ahmed, NZ Bawany, JA Shamsi - IEEE Access, 2021 - ieeexplore.ieee.org
Bug reports facilitate software development teams in improving the quality of software.
These reports include significant information related to problems encountered within a …

Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging

RR Panda, NK Nagwani - Knowledge and Information Systems, 2022 - Springer
Modern software development involves multiple developers working remotely in a
distributed manner around the world. Software bugs are continuously generated for multiple …

[HTML][HTML] Classification and intuitionistic fuzzy set based software bug triaging techniques

RR Panda, NK Nagwani - Journal of King Saud University-Computer and …, 2022 - Elsevier
Software development is a modular approach involving multiple developers and multi-
tasking teams working at different locations. A particular term in a software bug can belong …

Classification of open source software bug report based on transfer learning

L Zhifang, W Kun, Z Qi, L Shengzong, Z Yan… - Expert …, 2024 - Wiley Online Library
Currently, the feature richness of text encoding vectors in the bug report classification model
based on deep learning is limited by the size of the domain dataset and the quality of the …

Multi-label software bug categorisation based on fuzzy similarity

RR Panda, NK Nagwani - International Journal of …, 2021 - inderscienceonline.com
The efficiency of the software depends on timely detection of bugs. For better quality and low-
cost development bug fixing time should be minimised. Categorisation of software bugs …

An improved software bug triaging approach based on topic modeling and fuzzy logic

RR Panda, NK Nagwani - Proceedings of Third Doctoral Symposium on …, 2022 - Springer
Software development is a modular approach which involves multiple developers and multi-
tasking teams who are working together from various locations across the world. It is …

Smell-Aware Bug Classification

S Ali, F Wahid, S Baseer, A Alkhayyat… - IEEE …, 2023 - ieeexplore.ieee.org
Code smell indicates inadequacies in design and implementation choices. Code smells
harm software maintainability including effects on components' bug proneness and code …

Fuzzy modelling techniques for improving multi-label classification of software bugs

RR Panda, NK Nagwani - International Journal of …, 2023 - inderscienceonline.com
Software bug repositories stores a wealth of information related to the problems that
occurred during the software development. Today's software development is a modular …

Multi-label classification and fuzzy similarity-based expert identification techniques for software bug assignment

RR Panda, NK Nagwani - International Journal of …, 2024 - inderscienceonline.com
In software development, a bug can occur due to multiple failures in software, and it may
require multiple developers to fix it. In machine learning approaches, the bugs are assigned …

Predicting Bug Priority Using Topic Modelling in Imbalanced Learning Environments

JB Ekanayake - International Journal of Systems and Service …, 2021 - igi-global.com
Manual classification of bug reports is time-consuming as the reports are received in large
quantities. Alternatively, this project proposed automatic bug prediction models to classify …