An Evaluation of Multi-Label Classification Approaches for Method-Level Code Smells Detection

PS Yadav, RS Rao, A Mishra - IEEE Access, 2024 - ieeexplore.ieee.org
(1) Background: Code smell is the most popular and reliable method for detecting potential
errors in code. In real-world circumstances, a single source code may have multiple code …

Evaluating interactive detection of code smells on software development activities

D Albuquerque, E Guimarães… - 2023 International …, 2023 - ieeexplore.ieee.org
Traditional code smell detection techniques rely on Non-Interactive Detection (NID), which
only allows developers to identify smells in the entire source code upon request. However …

Application of Deep Learning for Code Smell Detection: Challenges and Opportunities

M Hadj-Kacem, N Bouassida - SN Computer Science, 2024 - Springer
Code smells are indicators of deeper problems in source code that affect the system
maintainability and evolution. Detecting code smells is crucial as a software maintenance …

A Severity Assessment of Python Code Smells

A Gupta, R Gandhi, N Jatana, D Jatain, SK Panda… - IEEE …, 2023 - ieeexplore.ieee.org
Presence of code smells complicate the source code and can obstruct the development and
functionality of the software project. As they represent improper behavior that might have an …

Code Smell Detection using Hybrid Machine Learning Algorithms

D Mahalakshmi, P Kasinathan… - 2023 5th …, 2023 - ieeexplore.ieee.org
Code smells frequently leads to the discovery of decreased code quality, drains on
application resources, or even critical security vulnerabilities embedded within the …

Improving Code Smell Detection by Reducing Dimensionality Using Ensemble Feature Selection and Machine Learning

A Nandini, R Singh, A Rathee - SN Computer Science, 2024 - Springer
Code smells negatively impact software maintenance and several mitigation tools and/or
techniques have been devised in the past. However, their interpretation is subjective and …

Detecting Security Bad Smells of Software by using Data Mining

S Alraddadi - 2023 - researchsquare.com
Bad smells of code can lead to significant software vulnerabilities that negatively affect the
security attribute of software and make the software easily attacked. Method implementation …

Prediction systems for process understandability and software metrics

S Himayat, DJ Ahmad - Available at SSRN 4514290, 2023 - papers.ssrn.com
The abstract of this research study outlines the objective of validating prediction systems for
process understandability and software metrics. In this study, we focus on assessing the …

Improving code smell detection using deep stacked autoencoder

KK Rehef, AS Abbas - 2024 - preprints.org
The term" code smell" refers to an indication of a problem with the quality of source code.
Numerous studies have been conducted to identify problematic features in source code …

Prediction of Code Smell from Source Code: A Hybrid Approach

RS Puja, T Fatema, N Akhter… - … on Information and …, 2023 - ieeexplore.ieee.org
A code smell is one of the main reasons for generating low-quality software. To make the
software scalable, manageable, and reusable code smell detection is required. In this work …