Python Code Smell Detection Using Machine Learning

Author:

Vatanapakorn Natthida1,Soomlek Chitsutha1,Seresangtakul Pusadee1

Affiliation:

1. Khon Kaen University,College of Computing,Department of Computer Science,Khon Kaen,Thailand

Funder

College of Computing

Khon Kaen University

Publisher

IEEE

Reference42 articles.

1. On the feasibility of transfer-learning code smells using deep learning;sharma,2019

2. Voting Heterogeneous Ensemble for Code Smell Detection

3. Automatic detection of long method and god class code smells through neural source code embeddings;kova?evi?;Expert Systems with Applications,2022

4. A Novel Approach for Code Smell Detection: An Empirical Study

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Does it Smell? A Homogeneous Stacking Approach for Code Smell Prediction;2024

2. Do Bad Smells Lead to Defects?;2023 13th International Conference on Software Technology and Engineering (ICSTE);2023-10-27

3. A Severity Assessment of Python Code Smells;IEEE Access;2023

4. Exploration of the Feasibility and Applicability of Domain Adaptation in Machine Learning-Based Code Smell Detection;Communications in Computer and Information Science;2023

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