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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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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)  |  Favorite  |  View/Download：23/1  |  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  
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
Favorite  |  View/Download：13/0  |  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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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
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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
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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
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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
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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
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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
Favorite  |  View/Download：27/0  |  Submit date：2021/11/04
Artificial intelligence  Machine learning  Acute coronary syndrome  Percutaneous coronary intervention  Mortality  Myocardial infarction  Major adverse cardiac events