A Survey of Sound Source Localization and Detection Methods and Their Applications

G Jekateryńczuk, Z Piotrowski - Sensors, 2023 - mdpi.com
This study is a survey of sound source localization and detection methods. The study
provides a detailed classification of the methods used in the fields of science mentioned …

Evaluating large language models in detecting test smells

K Lucas, R Gheyi, E Soares, M Ribeiro… - arXiv preprint arXiv …, 2024 - arxiv.org
Test smells are coding issues that typically arise from inadequate practices, a lack of
knowledge about effective testing, or deadline pressures to complete projects. The presence …

The Lost World: Characterizing and Detecting Undiscovered Test Smells

Y Yang, X Hu, X Xia, X Yang - ACM Transactions on Software …, 2024 - dl.acm.org
Test smell refers to poor programming and design practices in testing and widely spreads
throughout software projects. Considering test smells have negative impacts on the …

An empirical investigation into the capabilities of anomaly detection approaches for test smell detection

V Pontillo, L Martins, I Machado, F Palomba… - Journal of Systems and …, 2024 - Elsevier
Test smells are symptoms of sub-optimal design choices adopted when developing test
cases. Previous research has demonstrated their harmfulness for test code maintainability …

Improving accuracy of code smells detection using machine learning with data balancing techniques

NAA Khleel, K Nehéz - The Journal of Supercomputing, 2024 - Springer
Code smells indicate potential symptoms or problems in software due to inefficient design or
incomplete implementation. These problems can affect software quality in the long-term …

Context-Enhanced LLM-Based Framework for Automatic Test Refactoring

Y Gao, X Hu, X Yang, X Xia - arXiv preprint arXiv:2409.16739, 2024 - arxiv.org
Test smells arise from poor design practices and insufficient domain knowledge, which can
lower the quality of test code and make it harder to maintain and update. Manually …

A Road to Find Them All: Towards an Agnostic Strategy for Test Smell Detection

G Lopes, D Romão, E Soares, M Ribeiro… - Proceedings of the XXIII …, 2024 - dl.acm.org
Test smells are indications of potential problems in the design and implementation of
automated tests. Unit test automation frameworks (xUnit) generally provide similar features …

[PDF][PDF] Understanding the Prevalence of Test Smells in Open-source and Industrial Software: An Empirical Study on Python Projects

MA Hasan, T Ahammed - 2024 - ceur-ws.org
Test smells, a type of anti-pattern, refer to poorly designed tests that can undermine the
effectiveness, maintainability, and overall quality of test suites, as well as the reliability of …