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Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Computing, 2021,Volume: 103,Issue: 7,Page: 1519-1543
Authors:  Hu, Shimin;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Millham, Richard C.;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/12/08
Assisted Living  Extreme Connectivity  Forecasting  Human Activity Recognition  Iot Data Analysis  Regression  
Fast and accurate terrain image classification for ASTER remote sensing by data stream mining and evolutionary-EAC instance-learning-based algorithm Other
2021-03-02
Authors:  Hu, Shimin;  Fong, Simon;  Yang, Lili;  Yang, Shuang Hua;  Dey, Nilanjan;  Millham, Richard C.;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/07
Aster  Data Stream Mining  Evolutionary Computing  Feature Selection  Remote Sensing  
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
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/03
Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Transcriptome analysis of peripheral whole blood identifies crucial lncRNAs implicated in childhood asthma Journal article
BMC Medical Genomics, 2020,Volume: 13,Issue: 1
Authors:  Zheng P.;  Huang C.;  Leng D.;  Sun B.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/03
Childhood Asthma  Deep Rna-sequencing  Long Non-coding Rnas  Transcriptome  
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]:12 TC[Scopus]:14 | 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:  Affan Ahmed Toor;  Muhammad Usman;  Farah Younas;  Alvis Cheuk M. Fong;  Sajid Ali Khan;  Simon Fong
Favorite |  | TC[WOS]:8 TC[Scopus]:12 | Submit date:2021/03/09
Data Stream Mining  Iomt  Concept Drift  Class Imbalance  Machine Learning  
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors Journal article
IEEE Internet of Things Journal, 2019,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Tengyue Li;  Simon Fong;  Xuqi Li;  Zhihui Lu;  Amir H. Gandomi
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/09
Data Analytics  Data Stream Mining  Fog Computing  Internet Of Things (Iot)  Swarm Decision Table (Sdt)  Smart Home  
A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors:  Junyang Chen;  Zhiguo Gong;  Weiwen Liu
Favorite |  | TC[WOS]:19 TC[Scopus]:20 | Submit date:2021/03/09
Clustering  Data Mining  Nonparametric Model  Online Topic Discovery  Topic Model  Word Embeddings  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2019,Volume: 15,Issue: 1,Page: 15-35
Authors:  Kun Lan;  Simon Fong;  Lian-Sheng Liu;  Raymond K. Wong;  Nilanjan Dey;  Richard C. Millham;  Kelvin K.L. Wong
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
Data Stream Mining  Biomedical Healthcare  Sensor  Pre-processing  Metaheuristics  Adaptive Windowing