Severity classification of software code smells using machine learning techniques: A comparative study

A Abdou, N Darwish - Journal of Software: Evolution and …, 2024 - Wiley Online Library
Code smell is a software characteristic that indicates bad symptoms in code design which
causes problems related to software quality. The severity of code smells must be measured …

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 …

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 …