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中国科学院自动化研究所机构知识库
Knowledge Commons of Institute of Automation,CAS
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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
Adobe PDF(472Kb)
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View/Download:41/6
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Submit date:2022/06/17
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)
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View/Download:19/0
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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
On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN With a Multiantenna Access Point Over Nakagami-
m
Fading
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 668-685
Authors:
Van-Truong Truong, Van Nhan Vo, Dac-Binh Ha, Chakchai So-In
Adobe PDF(3896Kb)
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View/Download:10/1
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Submit date:2022/03/09
Mobile edge computing (MEC),Nakagami-
m
fading,offloading,selection combining (SC)/maximal ratio combining (MRC),successful computation probability (SCP),uplink nonorthogonal multiple access (NOMA),wireless sensor networks (WSNs)
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
Adobe PDF(23596Kb)
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Submit date:2022/03/09
Agriculture 4.0
cyber security
intrusion detection system
machine learning approaches
smart agriculture
Dynamic Event-Triggered Scheduling and Platooning Control Co-Design for Automated Vehicles Over Vehicular Ad-Hoc Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 31-46
Authors:
Xiaohua Ge
;
Shunyuan Xiao
;
Qing-Long Han
;
Xian-Ming Zhang
;
Derui Ding
Adobe PDF(3804Kb)
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View/Download:50/3
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Submit date:2021/11/03
Automated vehicles
dynamic event-triggered communication
information flow topology
platooning control
vehicular ad-hoc networks (VANETs)
Knowledge Mining: A Cross-disciplinary Survey
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 89-114
Authors:
Yong Rui, Vicente Ivan Sanchez Carmona, Mohsen Pourvali, Yun Xing, Wei-Wen Yi, Hui-Bin Ruan, Yu Zhang
Adobe PDF(1635Kb)
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Submit date:2022/03/29
Knowledge mining
knowledge extraction
information extraction
association rule
interpretability
CNDesc: Cross Normalization for Local Descriptors Learning
期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: xx, 期号: xx, 页码: xx
Authors:
Changwei Wang
;
Rongtao Xu
;
Shibiao Xu
;
Weiliang Meng
;
Xiaopeng Zhang
Adobe PDF(13183Kb)
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View/Download:18/1
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Submit date:2022/04/15
Local descriptors
cross normalization
densely connected backbone
distribution consistent loss
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)
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Submit date:2022/04/24
Attack detection
attack strategy
cyber attack
cyber physical system (CPS)
secure control
Cooperative and Competitive Multi-Agent Systems: From Optimization to Games
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
Authors:
Jianrui Wang
;
Yitian Hong
;
Jiali Wang
;
Jiapeng Xu
;
Yang Tang
;
Qing-Long Han
;
Jürgen Kurths
Adobe PDF(8407Kb)
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View/Download:9/1
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Submit date:2022/04/24
Cooperative games
counterfactual regret min- imization
distributed optimization
federated optimization
fictitious self-play
mean field games
multi-agent reinforcement learning
non-cooperative games
A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 990-1004
Authors:
Xiaohua Ge
;
Qing-Long Han
;
Jun Wang
;
Xian-Ming Zhang
Adobe PDF(5284Kb)
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Submit date:2022/05/30
Adaptive control
collision avoidance
distributed formation control
multi-vehicle systems
neural networks
obstacle avoidance
repulsive potential