A novel approach for code smell detection: an empirical study

S Dewangan, RS Rao, A Mishra, M Gupta - IEEE Access, 2021 - ieeexplore.ieee.org
… techniques applications to detect the code smells. This … code smell datasets to detect the
code smells. In the literature, different tools and techniques are proposed to detect code smells. …

Handling uncertainty in SBSE: a possibilistic evolutionary approach for code smells detection

S Boutaib, M Elarbi, S Bechikh, F Palomba… - Empirical Software …, 2022 - Springer
… -the-art approaches. RQ3: How does our ADIPE approach perform to detect code smells
and/or … to a baseline PDT approach (eg, NS-PDT)? It is important to know how far our proposed …

A probabilistic-based approach for automatic identification and refactoring of software code smells

R Saheb-Nassagh, M Ashtiani, B Minaei-Bidgoli - Applied Soft Computing, 2022 - Elsevier
identification of code smells Since different AI-based approaches were used for the identification
process of code … -based approaches, (2) unsupervised learning-based approaches, and …

Code smells detection and visualization: a systematic literature review

J Pereira dos Reis, F Brito e Abreu… - … Methods in Engineering, 2022 - Springer
… used for code smells detection and visualization. We confirm that the detection of code smells
is a … with the definition and detection of code smells; increasing the diversity of detected

A novel four-way approach designed with ensemble feature selection for code smell detection

I Kaur, A Kaur - IEEE Access, 2021 - ieeexplore.ieee.org
Design and Results: The work Compares four varied approaches to detect code smells using
four performance … Sahraoui, ‘‘A Bayesian approach for the detection of code and design

Code smell detection using classification approaches

S Dewangan, RS Rao - Intelligent Systems: Proceedings of ICMIB 2021, 2022 - Springer
… of supervised learning techniques are used to detect code smells. In this paper, the existing
detect code smells to comparing and experimenting with ML algorithms to detect code smells

Software smell detection techniques: A systematic literature review

A AbuHassan, M Alshayeb… - Journal of Software …, 2021 - Wiley Online Library
… In fact, our SLR reviews code and design smells while taking into account the smell
detection mechanisms. These mechanisms are analyzed from an empirical viewpoint. …

Developer-driven code smell prioritization

F Pecorelli, F Palomba, F Khomh… - Proceedings of the 17th …, 2020 - dl.acm.org
… possibly be useful for detecting code smells in the first place or even filtering the results of
currently available detectors, so that … A bayesian approach for the detection of code and design

Detection of design smells using adaptive neuro-fuzzy approaches

A AbuHassan, M Alshayeb, L Ghouti - International Journal of Fuzzy …, 2022 - Springer
code smells have been the focus of research in the literature, this paper focuses on detecting
design smells… a novel approach for the identification and detection of design smells using a …

Code smell detection and identification in imbalanced environments

S Boutaib, S Bechikh, F Palomba, M Elarbi… - Expert Systems with …, 2021 - Elsevier
… , in this paper, the code smells detection problem as an … -pattern Detection and Identification
using Oblique Decision tree Evolution) as a new method to detect and/or identify code smells