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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, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
FastThetaJoin: An Optimization on Multi-way Data Stream θ-join with Range Constraints Conference paper
ICA3PP 2020: Algorithms and Architectures for Parallel Processing, New York, NY, 2 October 2020 - 4 October 2020
Authors:  Ziyue Hu;  Xiaopeng Fan;  Yang Wang;  Chengzhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Θ-join  Theta Join  Multi-way Data Streams  Data Streams  Spark Streaming  
MCF: Towards Window-Based Multiple Cuckoo Filter in Stream Computing Conference paper
BIGDATA 2020: Big Data – BigData 2020, Honolulu, HI, 18 September 2020 - 20 September 2020
Authors:  Ziyue Hu;  Menglu Wu;  Xiaopeng Fan;  Yang Wang;  Chengzhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Mining massive e-health data streams for IoMT enabled healthcare systems Journal article
Sensors (Switzerland), 2020,Volume: 20,Issue: 7
Authors:  Affan Ahmed Toor;  Muhammad Usman;  Farah Younas;  Alvis Cheuk M. Fong;  Sajid Ali Khan;  Simon Fong
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2021/03/09
Data Stream Mining  Iomt  Concept Drift  Class Imbalance  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]:11 TC[Scopus]:11 | Submit date:2021/03/11
Internet of Things (IoT)  Kronecker model  nonorthogonal multiple access (NOMA)  virtual multiple-input-multiple-output (MIMO)  zero forcing (ZF)  
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:  Tengyue Li;  Simon Fong;  Kelvin K.L. Wong;  Ying Wu;  Xin-she Yang;  Xuqi Li
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/09
Kinect Depth Sensor  Wearable Sensor  Data Mining  Classification Model  Feature Selection  
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:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/09
Data Mining  Stream Clustering  Topic Modeling  
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]:3 TC[Scopus]:5 | 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]:40 TC[Scopus]:61 | 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]:7 TC[Scopus]:10 | Submit date:2019/04/04