UM

Browse/Search Results:  1-10 of 98 Help

Selected(0)Clear Items/Page:    Sort:
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors:  Lan,Kun;  Fong,Simon;  Liu,Lian Sheng;  Wong,Raymond K.;  Dey,Nilanjan;  Millham,Richard C.;  Wong,Kelvin K.L.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
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]:0 TC[Scopus]:0 | 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  
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
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  
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, 2020,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Li,Tengyue;  Fong,Simon;  Li,Xuqi;  Lu,Zhihui;  Gandomi,Amir H.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Data analytics  data stream mining  fog computing  Internet of Things (IoT)  smart home  swarm decision table (SDT)  
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]:1 TC[Scopus]:2 | Submit date:2021/03/03
Childhood Asthma  Deep Rna-sequencing  Long Non-coding Rnas  Transcriptome  
A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors:  Chen,Junyang;  Gong,Zhiguo;  Liu,Weiwen
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date:2021/03/09
Clustering  Data mining  Nonparametric model  Online topic discovery  Topic model  Word embeddings  
On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
26th International World Wide Web Conference 2017, WWW 2017 Companion
Authors:  Fong S.;  Hu S.;  Song W.;  Cho K.;  Wong R.K.;  Mohammed S.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/13
Classification  Data stream mining  Human activity recognition  
Data stream mining with swarm decision table in fog computing environment Conference paper
ACM International Conference Proceeding Series
Authors:  Li J.;  Fong S.;  Li T.;  Song W.
Favorite |  | TC[WOS]:4 TC[Scopus]:2 | Submit date:2019/02/13
Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT