A review of code smell mining techniques

G Rasool, Z Arshad - Journal of Software: Evolution and …, 2015 - Wiley Online Library
Over the past 15 years, researchers presented numerous techniques and tools for mining
code smells. It is imperative to classify, compare, and evaluate existing techniques and tools …

Causes, impacts, and detection approaches of code smell: a survey

MS Haque, J Carver, T Atkison - Proceedings of the ACMSE 2018 …, 2018 - dl.acm.org
Code smells are anomalies often generated in design, implementation or maintenance
phase of software development life cycle. Researchers established several catalogues …

On the evaluation of code smells and detection tools

T Paiva, A Damasceno, E Figueiredo… - Journal of Software …, 2017 - Springer
Code smells refer to any symptom in the source code of a program that possibly indicates a
deeper problem, hindering software maintenance and evolution. Detection of code smells is …

A review on machine-learning based code smell detection techniques in object-oriented software system (s)

A Kaur, S Jain, S Goel, G Dhiman - Recent Advances in …, 2021 - ingentaconnect.com
Background: Code smells are symptoms that something may be wrong in software systems
that can cause complications in maintaining software quality. In literature, there exist many …

Code-smell detection as a bilevel problem

D Sahin, M Kessentini, S Bechikh, K Deb - ACM Transactions on …, 2014 - dl.acm.org
Code smells represent design situations that can affect the maintenance and evolution of
software. They make the system difficult to evolve. Code smells are detected, in general …

Are you smelling it? Investigating how similar developers detect code smells

M Hozano, A Garcia, B Fonseca, E Costa - Information and Software …, 2018 - Elsevier
Context A code smell indicates a poor implementation choice that often worsens software
quality. Thus, code smell detection is an elementary technique to identify refactoring …

Machine learning techniques for code smell detection: A systematic literature review and meta-analysis

MI Azeem, F Palomba, L Shi, Q Wang - Information and Software …, 2019 - Elsevier
Background: Code smells indicate suboptimal design or implementation choices in the
source code that often lead it to be more change-and fault-prone. Researchers defined …

Code smells detection and visualization: a systematic literature review

J Pereira dos Reis, F Brito e Abreu… - … Methods in Engineering, 2022 - Springer
Code smells tend to compromise software quality and also demand more effort by
developers to maintain and evolve the application throughout its life-cycle. They have long …

Machine learning techniques for code smells detection: a systematic mapping study

FL Caram, BRDO Rodrigues… - … Journal of Software …, 2019 - World Scientific
Code smells or bad smells are an accepted approach to identify design flaws in the source
code. Although it has been explored by researchers, the interpretation of programmers is …

Python code smells detection using conventional machine learning models

R Sandouka, H Aljamaan - PeerJ Computer Science, 2023 - peerj.com
Code smells are poor code design or implementation that affect the code maintenance
process and reduce the software quality. Therefore, code smell detection is important in …