TGEditor: Task-Guided Graph Editing for Augmenting Temporal Financial Transaction Networks

Author:

Zhang Shuaicheng1ORCID,Zhu Yada2ORCID,Zhou Dawei1ORCID

Affiliation:

1. VLOG Lab, Virginia Tech, US

2. IBM Research, US

Publisher

ACM

Reference41 articles.

1. Bootstrapping

2. Generating synthetic data in finance

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4. Markus Bayer , Marc-André Kaufhold , and Christian Reuter . 2021. A survey on data augmentation for text classification. Comput. Surveys ( 2021 ). Markus Bayer, Marc-André Kaufhold, and Christian Reuter. 2021. A survey on data augmentation for text classification. Comput. Surveys (2021).

5. Aleksandar Bojchevski , Oleksandr Shchur , Daniel Zügner , and Stephan Günnemann . 2018 . NetGAN: Generating Graphs via Random Walks . In Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan , Stockholm, Sweden , July 10-15, 2018. 609–618. Aleksandar Bojchevski, Oleksandr Shchur, Daniel Zügner, and Stephan Günnemann. 2018. NetGAN: Generating Graphs via Random Walks. In Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. 609–618.

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