AUC-oriented Graph Neural Network for Fraud Detection

Author:

Huang Mengda1,Liu Yang1,Ao Xiang1,Li Kuan1,Chi Jianfeng2,Feng Jinghua2,Yang Hao2,He Qing1

Affiliation:

1. Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, China and University of Chinese Academy of Sciences, China

2. Alibaba Group, China

Publisher

ACM

Reference52 articles.

1. Marcin Andrychowicz Filip Wolski Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Josh Tobin Pieter Abbeel and Wojciech Zaremba. 2017. Hindsight experience replay. In NeurIPS. 5055–5065. Marcin Andrychowicz Filip Wolski Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Josh Tobin Pieter Abbeel and Wojciech Zaremba. 2017. Hindsight experience replay. In NeurIPS. 5055–5065.

2. Stephen Boyd , Stephen  P Boyd , and Lieven Vandenberghe . 2004. Convex optimization . Cambridge university press . Stephen Boyd, Stephen P Boyd, and Lieven Vandenberghe. 2004. Convex optimization. Cambridge university press.

3. SMOTE: Synthetic Minority Over-sampling Technique

4. Hao Chen Yue Xu Feiran Huang Zengde Deng Wenbing Huang Senzhang Wang Peng He and Zhoujun Li. 2020. Label-aware graph convolutional networks. In CIKM. 1977–1980. Hao Chen Yue Xu Feiran Huang Zengde Deng Wenbing Huang Senzhang Wang Peng He and Zhoujun Li. 2020. Label-aware graph convolutional networks. In CIKM. 1977–1980.

5. Jianfeng Chi Guanxiong Zeng Qiwei Zhong Ting Liang Jinghua Feng Xiang Ao and Jiayu Tang. 2020. Learning to Undersampling for Class Imbalanced Credit Risk Forecasting. In ICDM. 72–81. Jianfeng Chi Guanxiong Zeng Qiwei Zhong Ting Liang Jinghua Feng Xiang Ao and Jiayu Tang. 2020. Learning to Undersampling for Class Imbalanced Credit Risk Forecasting. In ICDM. 72–81.

Cited by 31 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SCN_GNN: A GNN-based fraud detection algorithm combining strong node and graph topology information;Expert Systems with Applications;2024-03

2. Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning;ACM Transactions on Intelligent Systems and Technology;2024-01-23

3. Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan Services;ACM Transactions on Intelligent Systems and Technology;2024-01-16

4. AutoEIS: Automatic feature embedding, interaction and selection on default prediction;Information Processing & Management;2024-01

5. Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3