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Guardnet: an imbalance-aware graph neural network for fraud detection

Yuhao Chen, Fanwei Zhu, Zengwei Zheng, Jianhua Ma, Binbin Zhou

2026Data Mining and Knowledge Discovery18 citationsDOI

Topics & Concepts

Computer scienceRobustness (evolution)Data miningGraphMachine learningEncoderArtificial intelligenceConstruct (python library)Artificial neural networkFocus (optics)Code (set theory)SafeguardingSemantics (computer science)Knowledge graphFinancial fraudRDFPattern recognition (psychology)Imbalanced Data Classification TechniquesAdvanced Graph Neural NetworksFinancial Distress and Bankruptcy Prediction
Guardnet: an imbalance-aware graph neural network for fraud detection | Litcius