Experimentation of Code Smells Using Deep Learning Techniques

O Fawaz, M Amaan, S Sahu, M Adnan… - 2023 6th International …, 2023 - ieeexplore.ieee.org
A code smell is a measurable indicator that highlights significant issues in the software
development process caused by inadequate programming practices. These are usually …

Exploration of the Feasibility and Applicability of Domain Adaptation in Machine Learning-Based Code Smell Detection

P Sukkasem, C Soomlek - International Conference on Data Science and …, 2023 - Springer
Abstract Machine learning-based code smell detection was introduced to mitigate the
limitations of the heuristic-based approach and the subjectivity issues. Due to limited …

Code Smells in Software Development Causes, Consequences, and Detection Strategies

MR Khatri, A Thapa - … Trends in Machine Intelligence and Big Data, 2023 - orientreview.com
Code smells, indicative of potential design weaknesses in software, have garnered attention
due to their subtle yet impactful implications on software maintainability. These symptoms …

Check for updates Exploration of the Feasibility and Applicability of Domain Adaptation in Machine Learning-Based Code Smell Detection

P Sukkasem - Data Science and Artificial Intelligence: First …, 2023 - books.google.com
Machine learning-based code smell detection was introduced to mitigate the limitations of
the heuristic-based approach and the subjectivity issues. Due to limited choices of the …

Software Fault Prediction Using Combinations of Code Smells, Code Metrics, and Code Smell Metrics With Ensemble and Deep Learning

TA Khan, M Ashraf - 2023 - researchsquare.com
Code smells are the structural characteristics of the software under development that
indicate poor code choices and can cause errors or failures in the software and they can …

[PDF][PDF] FACULTY OF MECHANICAL ENGINEERING AND INFORMATICS

NAA Khleel, J SZIGETI, K Nehéz - The Public, 2023 - geik.uni-miskolc.hu
The author hereby declares that this dissertation has not been submitted, either in the same
or in a different form, to this or to any other university for obtaining a PhD degree. The author …

Research on the detection of test smells and flaky tests

A Vicent Micó - 2023 - riunet.upv.es
[EN] This project is an empirical study that aims to research about test smells and flaky tests.
Software testing is a key part of the development process of every project. During the …

Analyzing Software Maintenance Through Machine Learning and Mining Software Repositories Approaches

SM Reza - 2023 - search.proquest.com
The rapid growth of software systems demands meticulous planning and maintenance to
accommodate the evolution of the code base over extended periods. Without maintenance …

[PDF][PDF] Estudo empírico: detecção de Code Smells com aprendizado de máquinas

RAF Moreira, LJL Braz, FJ Ferreira… - … Ibero-Americano em …, 2024 - sol.sbc.org.br
A detecção de code smells durante o processo de desenvolvimento de software é
importante para melhorar a qualidade do software e a refatoração é fundamental para …

Data Preprocessing for Machine Learning Based Code Smell Detection: A Systematic Literature Review

FR Santos, R Choren - Available at SSRN 4756315 - papers.ssrn.com
Detecting code smells using machine learning presents inherent challenges due to the
unbalanced nature of the problem and susceptibility to interpretation biases. The objective of …