Enhancing financial fraud detection with hierarchical graph attention networks: A study on integrating local and extensive structural information
Author:
Publisher
Elsevier BV
Subject
Finance
Reference17 articles.
1. Using machine learning meta-classifiers to detect financial frauds;Achakzai;Finance Res. Lett.,2022
2. An efficient privacy-preserving control mechanism based on blockchain for E-health applications;Alsuqaih;Alex. Eng. J.,2023
3. Long short-term memory;Graves;Superv. Sequence Label. Recurr. Neural Netw.,2012
4. Recent advances in convolutional neural networks;Gu;Pattern Recognit.,2018
5. Application of data mining technology in financial risk analysis;Jin;Wirel. Pers. Commun.,2018
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