Concepedia

Example-based explanations for streaming fraud detection on graphs

Thành Tâm Nguyên, Thành Tâm Nguyên, Thanh Cong Phan, Pham Thu Hien, Thanh Thi Nguyen, Jun Jo, Quoc Viet Hung Nguyen

Information Sciences · 2022 · 35 citations · 37 references

Open access

Concepts

BusinessData ScienceInformation SystemsData AnalyticsData MiningMachine LearningFraud DetectionFraud InvestigationFraud Risk AnalyticsFraud Risk AssessmentOnline FraudConcept-based ExplanationsExample-based LearningFraud Pattern MiningGraph Anomaly DetectionGraph-based Detection

References

37

Targeted Branching for the Maximum Independent Set Problem Using Graph Neural Networks

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2024 · 5.4K citations · Full text

Computing, Computer Science, Data Mining +14

Simplifying Graph Convolutional Networks

Felix Wu, Tianyi Zhang, Amauri H. Souza et al. · arXiv (Cornell University) · 2019 · 1.2K citations · Full text

Computing, Computer Science, Computer Vision +16

Using generative adversarial networks for improving classification effectiveness in credit card fraud detection

Ugo Fiore, Alfredo De Santis, Francesca Perla et al. · Information Sciences · 2017 · 581 citations

Computing, Computer Science, Data Science +16

Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

Yingtong Dou, Zhiwei Liu, Li Sun et al. · 2020 · 553 citations · Full text

Computing, Computer Science, Computer Security +14

Representation Learning for Attributed Multiplex Heterogeneous Network

Yukuo Cen, Xu Zou, Jianwei Zhang et al. · 2019 · 466 citations · Full text

Computing, Computer Science, Knowledge Representation +13