DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs
Author:
Affiliation:
1. Universidade Federal de Minas Gerais
2. Universidade Federal de Minas Gerais,InterMind (Inter&Co)
3. InterMind (Inter&Co)
4. Universidade Federal de Minas Gerais,Worcester Polytechnic Institute
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10020192/10020156/10021010.pdf?arnumber=10021010
Reference15 articles.
1. Lightgbm: A highly efficient gradient boosting decision tree;ke;Advances in neural information processing systems,2017
2. Delator: Money laundering detection via multi-task learning on large transaction graphs;assumpção,2022
3. Fighting biases with dynamic boosting;dorogush;CoRR,2017
4. Dgl-ke: Training knowledge graph embeddings at scale;zheng;Proceedings of ACM SIGIR International Conference on Research and Development in Information Retrieval,2020
5. Graph-Based LSTM for Anti-money Laundering: Experimenting Temporal Graph Convolutional Network with Bitcoin Data
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1. Enhancing Money Laundering Detection Addressing Imbalanced Data and Leveraging Typological Features Analysis;2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE);2024-06-19
2. MLaD²: A Semi-Supervised Money Laundering Detection Framework Based on Decoupling Training;IEEE Transactions on Information Forensics and Security;2024
3. DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs;2022 IEEE International Conference on Big Data (Big Data);2022-12-17
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