Global confidence degree based graph neural network for financial fraud detection

Graph Neural Networks (GNNs) are widely used in financial fraud detection due to their excellent ability on handling graph-structured financial data and modeling multilayer connections by aggregating information of neighbors. However, these GNN-based methods focus on extracting neighbor-level inform...

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Bibliographic Details
Main Authors: Jiaxun Liu, Yue Tian, Guanjun Liu
Format: Article
Language:English
Published: ELS Publishing (ELSP) 2025-04-01
Series:Artificial Intelligence and Autonomous Systems
Subjects:
Online Access:https://elsp-homepage.oss-cn-hongkong.aliyuncs.compaper/journal/open/AIAS/2025/aias20250004.pdf
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