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面向平行交通系统的城市出行轨迹挖掘方法研究
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:
李志帅
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Submit date:2022/06/16
平行交通系统
城市出行轨迹挖掘
出行语义感知
出行轨迹生成
疫情传播模拟
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:23/1
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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
UNDERSTANDING MEDICATION NONADHERENCE FROM SOCIAL MEDIA: A SENTIMENT-ENRICHED DEEP LEARNING APPROACH br
期刊论文
MIS QUARTERLY, 2022, 卷号: 46, 期号: 1, 页码: 341-372
Authors:
Xie, Jiaheng
;
Liu, Xiao
;
Zeng, Daniel Dajun
;
Fang, Xiao
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Submit date:2022/06/10
Sentiment-enriched deep learning
reason mining
social media analytics
health risk analytics
medication nonadherence
Data science approaches to confronting the COVID-19 pandemic: a narrative review
期刊论文
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2022, 卷号: 380, 期号: 2214, 页码: 20
Authors:
Zhang, Qingpeng
;
Gao, Jianxi
;
Wu, Joseph T.
;
Cao, Zhidong
;
Zeng, Daniel Dajun
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Submit date:2021/12/28
infectious disease
mathematical modelling
data science
big data
COVID-19
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
Adobe PDF(1784Kb)
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Submit date:2022/03/09
Classifier fusion,classification,evidence theory,incomplete data,missing values
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
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
Stable Label-Specific Features Generation for Multi-Label Learning via Mixture-Based Clustering Ensemble
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1248-1261
Authors:
Yi-Bo Wang
;
Jun-Yi Hang
;
Min-Ling Zhang
Adobe PDF(3791Kb)
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Submit date:2022/06/27
Clustering ensemble
expectation-maximization al-gorithm
label-specific features
multi-label learning
Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1427-1439
Authors:
Ruibing Jin
;
Min Wu
;
Keyu Wu
;
Kaizhou Gao
;
Zhenghua Chen
;
Xiaoli Li
Adobe PDF(4588Kb)
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View/Download:4/1
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Submit date:2022/08/01
Convolutional neural network (CNN)
deep learning
position encoding
remaining useful life prediction
Application of Artificial Intelligence in Acute Coronary Syndrome: A Brief Literature Review
期刊论文
ADVANCES IN THERAPY, 2021, 页码: 9
Authors:
Wang, Hong
;
Zu, Quannan
;
Chen, Jinglu
;
Yang, Zhiren
;
Ahmed, Mohammad Anis
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View/Download:27/0
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Submit date:2021/11/04
Artificial intelligence
Machine learning
Acute coronary syndrome
Percutaneous coronary intervention
Mortality
Myocardial infarction
Major adverse cardiac events