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Software defect prediction based on graph code semantics

delete2025-09-24
delete0
PRE
AI
H
Hongwei Tao *
T
Tao Wang
Z
Z. K. Geng
X
Xiaoxu Niu
Q
Qiaoling Cao
DOI：10.1016/j.eswa.2025.129842delete
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Abstract

Abstract

En 中文
• The improved TinyPDG can extract the CFG/PDG of each method from the source code. • The improved PNIAT layer constructs a single node attention layer to process the node feature matrix. • Propose feature vector processing based on weighted summation method and linear layer fully connected method.

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

No organization information available