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 …

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 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 …

Predicting Program Code Changes Using a CNN Model

DK Kim - Journal of the Korea Convergence Society, 2021 - koreascience.kr
A software system is required to change during its life cycle due to various requirements
such as adding functionalities, fixing bugs, and adjusting to new computing environments …

Method-Level Code Smells Detection Using Machine Learning Models

S Dewangan, RS Rao - International Conference on Computational …, 2022 - Springer
Code smell detection is critical for calculating system quality and identifying issues that
require more work and development. The technique of finding wrongly developed code …

[PDF][PDF] A Novel Approach for Code Smell Detection: An Empirical Study

M GUPTA - academia.edu
Code smells detection helps in improving understandability and maintainability of software
while reducing the chances of system failure. In this study, six machine learning algorithms …

Kÿ thuật lựa chọn đặc trưng trong dự đoán code-smell dựa trên học máy

TB Nguyễn, HNM Nguyễn, TMH Lê - Research and Development on …, 2023 - ictmag.vn
Kÿ thuật lựa chọn đặc trưng trong dự đoán code-smell dựa trên học máy | Research and
Development on Information and Communication Technology Skip to main content Skip to main …

[引用][C] A Novel Approach for Efficient Classification of Code Smells

PS Yadav, RS Rao

[引用][C] Significant Review of Code Smell Detection Techniques in Software Engineering

J Malathi, J Jabez