Graph neural network-based long method and blob code smell detection

•We propose a graph neural network-based model for long method and blob code smell detection.•The best strategies for the class imbalance of graph data and graph pooling are determined through experiments in our method.•During model design for abstract syntax tree of code, Euclidean space and non-Eu...

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Vydané v:	Science of computer programming Ročník 243; s. 103284
Hlavní autori:	Zhang, Minnan, Jia, Jingdong, Capretz, Luiz Fernando, Hou, Xin, Tan, Huobin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.07.2025
Predmet:	Class imbalance Code smell Graph neural network Graph pooling Hyperbolic space Code smell Class imbalance Graph pooling Graph neural network Hyperbolic space
ISSN:	0167-6423
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