Enhancing software project monitoring with multidimensional data repository mining

Ł Reszka, J Sosnowski, B Dobrzyński - Electronics, 2023 - mdpi.com
Software project development and maintenance activities have been reported in various
repositories. The data contained in these repositories have been widely used in various …

Classification of issue discussions in open source projects using deep language models

Ş Mehder, FB Aydemir - 2022 IEEE 30th International …, 2022 - ieeexplore.ieee.org
Open source projects are supported by contributors located in different locations and time
zones. Issues facilitate asynchronous communication among them, including bug reports …

An empirical study on the performance of individual issue label prediction

J Heo, S Lee - 2023 IEEE/ACM 20th International Conference …, 2023 - ieeexplore.ieee.org
In GitHub, open-source software (OSS) developers label issue reports. As issue labeling is a
labor-intensive manual task, automatic approaches have developed to label issue reports …

Accurate Information Type Classification for Software Issue Discussions with Random Oversampling

B Muhibullaev, J Kim - IEEE Access, 2024 - ieeexplore.ieee.org
An Issue Tracking System (ITS) plays a crucial role in software development and provides
valuable information for understanding issue management. In an ITS, software developers …

[PDF][PDF] Text mining studies of software repository contents

B Dobrzyński, J Sosnowski - … of the 18th International Conference on …, 2023 - scitepress.org
Issue tracking systems comprise data which are useful in evaluating or improving software
development processes. Revealing and interpreting this information is a challenging …

Graph-Driven Exploration of Issue Handling Schemes in Software Projects

B Dobrzyński, J Sosnowski - Applied Sciences, 2024 - mdpi.com
The Issue Tracking System (ITS) repositories are rich sources of software development
documentation that are useful in assessing the status and quality of software projects. An …

Fine-tuning BERT for Intelligent Software System Fault Classification

Y Li, C Shi, Z Duan, F Liu… - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
As software systems increasingly evolve towards intelligence, a multitude of new failure
modes continue to emerge. Faced with a rapidly accumulating amount of complex software …

Enhancing automated bug report analysis through advanced neural language models

G Long - 2024 - repository.lboro.ac.uk
The recent advances of machine learning, in particular neural language models, has excited
significant growth on a few software engineering research fields. Bug report analysis is one …

Room issue reporting system in buildings using LabVIEW

A Duggaraju, V Gurija, D Sudharshan… - 2023 2nd …, 2023 - ieeexplore.ieee.org
This project presents a Room Issue Reporting System utilizing LabVIEW, myDAQ, and the
TCP protocol to enhance building maintenance efficiency. The system integrates sensors for …

[PDF][PDF] Rozprawa doktorska

DN INŻYNIERYJNO-TECHNICZNYCH - repo.pw.edu.pl
Water, one of the most valuable natural resources, undergoes constant monitoring due to its
crucial role in Earth's life and the forecasting of extreme weather phenomena such as …