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Improving the Data Quality for Credit Card Fraud Detection 会议论文
, Arlington, VA, USA, 2022-11
Authors:  Rongrong Jing;  Hu Tian;  Yidi Li;  Xingwei Zhang;  Xiaolong Zheng;  Zhu Zhang;  Daniel Dajun Zeng
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肌肉骨骼机器人神经启发式分层运动学习研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  周俊杰
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肌肉骨骼机器人系统  神经启发式算法  分层运动学习  行为决策  
基于层次化异质图神经网络的企业信用评级技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  冯博 靖
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图神经网络  异质图网络  企业信用评级  
基于图神经网络的金融欺诈检测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  荆蓉蓉
Adobe PDF(3339Kb)  |  Favorite  |  View/Download:42/1  |  Submit date:2022/06/20
图神经网络  金融欺诈检测  数据质量  标签稀缺  动态交易网络  
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
Authors:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
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graph representation learning  deep learning  predictive models  business intelligence  
Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning 会议论文
, 意大利, 2022-07
Authors:  Yang GK(杨光开);  Chenhao(陈皓);  Junge Zhang(张俊格);  Qiyue Yin(尹奇跃);  Kaiqi Huang(黄凯奇)
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Belief Combination of Classifiers for Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 652-667
Authors:  Zuowei Zhang, Songtao Ye, Yiru Zhang, Weiping Ding, Hao Wang
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Classifier fusion,classification,evidence theory,incomplete data,missing values  
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 686-698
Authors:  Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang
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Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction  
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
Authors:  Mohamed Amine Ferrag;  Lei Shu;  Othmane Friha;  Xing Yang
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Agriculture 4.0  cyber security  intrusion detection system  machine learning approaches  smart agriculture  
A Survey of Cyber Attacks on Cyber Physical Systems: Recent Advances and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 784-800
Authors:  Wenli Duo;  MengChu Zhou;  Abdullah Abusorrah
Adobe PDF(1322Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2022/04/24
Attack detection  attack strategy  cyber attack  cyber physical system (CPS)  secure control