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检索条件"主题词=Graph explainability"
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FleX: Interpreting graph Neural Networks with Subgraph Extraction and Flexible Objective Estimation  30th
FleX: Interpreting Graph Neural Networks with Subgraph Extr...
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30th International Conference on Cooperative Information Systems, CoopIS 2024
作者: Nguyen, Duy Le, Thanh Le, Bac Faculty of Information Technology University of Science Ho Chi Minh City Viet Nam Vietnam National University Ho Chi Minh City Viet Nam
graph Neural Networks (GNNs) have shown remarkable results in graph-related tasks, yet interpreting their decision-making process remains challenging. Most existing methods for interpreting GNNs focus on finding a sub... 详细信息
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Heterogeneous graph neural networks for fraud detection and explanation in supply chain finance
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INFORMATION SYSTEMS 2024年 121卷
作者: Wu, Bin Chao, Kuo-Ming Li, Yinsheng Fudan Univ Sch Comp Sci Shanghai Peoples R China Univ Roehampton Sch Arts Humanities & Social Sci London England
It is a critical mission for financial service providers to discover fraudulent borrowers in a supply chain. The borrowers' transactions in an ongoing business are inspected to support the providers' decision ... 详细信息
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