通过机器学习实现移动设备支付中绑定银行卡环节的欺诈侦测

H Zhou, H Chai, M Qiu, AH Zhou, AH Chai, AM Qiu - Frontiers, 2018 - jzus.zju.edu.cn
… on mobile device based payment using machine learning[J]. Frontiers … several traditional
machine learning algorithms and finally … Cost sensitive credit card fraud detection using Bayes …

[HTML][HTML] 基于CNN-SVM 的信用卡诈骗检测方法

丁冲, 常磊雅, 景英川 - Advances in Applied Mathematics, 2021 - hanspub.org
… Due to the large amount of credit card transaction data, the … the number of fraud samples),
the fraud detection system needs to … This model firstly uses SMOTE algorithm to treat the small …

基于空间-邻域自适应的图卷积神经网络信贷欺诈检测模型*

张岚泽, 赵晓亮, 刘津彤, 顾益军 - 数据分析与知识发现, 2024 - manu44.magtech.com.cn
… the relational network with a graph representation learning result integrating spatial and
neighborhood adaptability. Finally, we completed the task of credit fraud detection. [Results] By …

结合深度置信网络和模糊集的虚假交易识别研究

张李义, 刘畅 - 数据分析与知识发现, 2016 - manu44.magtech.com.cn
reviews. Through recognizing the users in fraud transactions—cheaters to recognize the
fraud … Compared with the shallow machine learning model, the comprehensive performance …

基于深度学习的风洞天平测力试验数据异常检测方法研究

张靖, 孙文举, 尼文斌, 魏巍, 张江, 杨武兵, 李清勇 - 实验流体力学, 2022 - syltlx.com
… Experimental results show that our deep learning-based anomaly detection method can
achieve 81.7% … 1 The framework of our deep learning-based anomaly detection method …

金融大脑2.0: 当金融遇到可信人工智能

J ZHOU, C CHEN, L LI, Z ZHANG, X ZHENG… - Frontiers, 2022 - jzus.zju.edu.cn
… neural network for credit card fraud detection. Proc AAAI … Online credit payment fraud detection
via structure-aware … system and algorithm co-design for practical machine learning. Proc …

[HTML][HTML] 基于Stacking 算法实现信贷不平衡数据分类

郑利沙, 黄浩 - Hans Journal of Data Mining, 2020 - hanspub.org
machine learning and deep learning related algorithms in the financial risk control industry
has been actively explored. Based on open source credit card … classification algorithms in the …

[HTML][HTML] 一种基于特征敏感的信用卡欺诈检测模型

黄家元 - Computer Science and Application, 2021 - hanspub.org
… Abstract: Financial fraud transaction detection has always been a key issue in the financial
field. However, the existing fraud detection methods ignore the feature sensitivity of the data …

[PDF][PDF] 改进自适应模型池的在线异常检测算法

项秋艳, 訾玲玲, 丛鑫 - 电子学报, 2024 - ejournal.org.cn
… proposes an online anomaly detection framework with improved … on credit card transaction
fraud detection based on machine … A survey on machine learning for recurring concept drifting …

金融大脑: 当金融遇见AI 2.0

X Zheng, M Zhu, Q Li, C Chen, Y Tan, T FinBrain… - Frontiers, 2019 - jzus.zju.edu.cn
… Second, we introduce the development of financial intelligence and review state-of-the-art …
mining system for credit card fraud detection. Proc IEEE/IAFE Computational Intelligence for …