Topic modeling using latent Dirichlet allocation: A survey

U Chauhan, A Shah - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
We are not able to deal with a mammoth text corpus without summarizing them into a
relatively small subset. A computational tool is extremely needed to understand such a …

Fast changeset-based bug localization with BERT

A Ciborowska, K Damevski - … of the 44th International Conference on …, 2022 - dl.acm.org
Automatically localizing software bugs to the changesets that induced them has the potential
to improve software developer efficiency and to positively affect software quality. To facilitate …

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 …

An intuitionistic fuzzy representation based software bug severity prediction approach for imbalanced severity classes

RR Panda, NK Nagwani - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In order to improve software reliability and quality, the triager must assess the severity of the
software bug and allocate suitable resources on time. However, the triager faces many …

Predicting good configurations for github and stack overflow topic models

C Treude, M Wagner - 2019 IEEE/ACM 16th International …, 2019 - ieeexplore.ieee.org
Software repositories contain large amounts of textual data, ranging from source code
comments and issue descriptions to questions, answers, and comments on Stack Overflow …

Software bug priority prediction technique based on intuitionistic fuzzy representation and class imbalance learning

RR Panda, NK Nagwani - Knowledge and Information Systems, 2024 - Springer
In modern times, the software industry is more focused on the timely release of high-quality
software. Software bugs have a significant impact on software quality and reliability. To …

Modeling topics in DFA-based lemmatized Gujarati text

U Chauhan, S Shah, D Shiroya, D Solanki, Z Patel… - Sensors, 2023 - mdpi.com
Topic modeling is a machine learning algorithm based on statistics that follows
unsupervised machine learning techniques for mapping a high-dimensional corpus to a low …

Contemporary COBOL: Developers' perspectives on defects and defect location

A Ciborowska, A Chakarov… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Mainframe systems are facing a critical shortage of developer workforce as the current
generation of COBOL developers retires. Furthermore, due to the limited availability of public …

An intelligent platform for software component mining and retrieval

N Bibi, T Rana, A Maqbool, F Afzal, A Akgül… - Sensors, 2023 - mdpi.com
The development of robotic applications necessitates the availability of useful, adaptable,
and accessible programming frameworks. Robotic, IoT, and sensor-based systems open up …