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Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW
Authors:  Li,Tengyue;  Fong,Simon;  Wu,Yaoyang;  Tallon-Ballesteros,Antonio J.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Information Fusion, 2020,Volume: 60,Page: 41-64
Authors:  Li,Tengyue;  Fong,Simon;  Wong,Kelvin K.L.;  Wu,Ying;  Yang,Xin she;  Li,Xuqi
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
Classification model  Data mining  Feature selection  Kinect depth sensor  Wearable sensor  
A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Applied Intelligence, 2020,Volume: 50,Issue: 5,Page: 1609-1619
Authors:  Chen,Junyang;  Gong,Zhiguo;  Liu,Weiwen
Favorite |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2021/03/09
Data mining  Stream clustering  Topic modeling  
Mining massive e-health data streams for IoMT enabled healthcare systems Journal article
Sensors (Switzerland), 2020,Volume: 20,Issue: 7
Authors:  Toor,Affan Ahmed;  Usman,Muhammad;  Younas,Farah;  Fong,Alvis Cheuk M.;  Khan,Sajid Ali;  Fong,Simon
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/09
Class imbalance  Concept drift  Data stream mining  Iomt  Machine learning  
Zero-Forcing-Based Downlink Virtual MIMO-NOMA Communications in IoT Networks Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 4,Page: 2716-2737
Authors:  Shi,Zheng;  Wang,Hong;  Fu,Yaru;  Yang,Guanghua;  Ma,Shaodan;  Hou,Fen;  Tsiftsis,Theodoros A.
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/11
Internet of Things (IoT)  Kronecker model  nonorthogonal multiple access (NOMA)  virtual multiple-input-multiple-output (MIMO)  zero forcing (ZF)  
Robust Online Multilabel Learning under Dynamic Changes in Data Distribution with Labels Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 1,Page: 374-385
Authors:  Du,Jie;  Vong,Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Concept drift  dynamic changes  multilabel data streams  online multilabel learning (OMLL)  
MedChain: Efficient Healthcare Data Sharing via Blockchain Journal article
APPLIED SCIENCES-BASEL, 2019,Volume: 9,Issue: 6
Authors:  Shen, Bingqing;  Guo, Jingzhi;  Yang, Yilong
Favorite |  | TC[WOS]:25 TC[Scopus]:38 | Submit date:2019/05/16
Blockchain  Data Sharing  Peer-to-peer  Decentralization  Digest Chain  Healthcare Data  Electronic Health Record  Data Stream  Healthcare Information Exchange  
Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2019/04/04
Canonical Correlation Analysis Regularization: An Effective Deep Multiview Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107-118
Authors:  Tang,Lulu;  Yang,Zhi Xin;  Jia,Kui
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/11
Canonical correlation analysis (CCA)  deep learning  multiview feature learning  RGB-D object recognition  
MedChain: Efficient healthcare data sharing via blockchain Journal article
Applied Sciences (Switzerland), 2019,Volume: 9,Issue: 6
Authors:  Shen,Bingqing;  Guo,Jingzhi;  Yang,Yilong
Favorite |  | TC[WOS]:25 TC[Scopus]:41 | Submit date:2021/03/11
Blockchain  Data sharing  Data stream  Decentralization  Digest chain  Electronic health record  Healthcare data  Healthcare information exchange  Peer-to-peer