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Deep back propagation–long short-term memory network based upper-limb sEMG signal classification for automated rehabilitation Journal article
Biocybernetics and Biomedical Engineering, 2020,Volume: 40,Issue: 3,Page: 987-1001
Authors:  Wang,Ying;  Wu,Qun;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Back-propagation  Deep learning  Long short-term memory neural networks  Rehabilitation  sEMG  Waveform segmentation  
Intensity and Stationarity Analysis of Land Use Change Based on CART Algorithm Journal article
SCIENTIFIC REPORTS, 2019,Volume: 9
Authors:  Sang, X;  Guo, QZ;  Wu, XX;  Fu, Y;  Xie, TY;  He, CW;  Zang, JL
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2020/01/09
Framework of Temporal Data Stream Mining by Using Incrementally Optimized Very Fast Decision Forest Journal article
INTERNET OF THINGS AND BIG DATA ANALYTICS TOWARD NEXT-GENERATION INTELLIGENCE, 2018,Volume: 30,Page: 483-502
Authors:  Fong, Simon;  Song, Wei;  Wong, Raymond;  Bhatt, Chintan;  Korzun, Dmitry;  Dey, N;  Hassanien, AE;  Bhatt, C;  Ashour, AS;  Satapathy, SC
Favorite |  | TC[WOS]:2 TC[Scopus]:0 | Submit date:2018/10/30
Data stream mining  Decision trees  Meta-classifiers  Big data  
Big data mining algorithms for fog computing Conference paper
ACM International Conference Proceeding Series
Authors:  Fong S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
Computer network security  Security threats  SME  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite |  | TC[WOS]:12 TC[Scopus]:18 | Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Solving the under-fitting problem for decision tree algorithms by incremental swarm optimization in rare-event healthcare classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li,Jinyan;  Fong,Simon;  Mohammed,Sabah;  Fiaidhi,Jinan;  Chen,Qian;  Tan,Zhen
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/09
Decision tree  Imbalanced healthcare dataset  Incremental swarm optimization  Swarm intelligence algorithm  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
A decision-making framework for precision marketing Journal article
Expert Systems with Applications, 2015,Volume: 42,Issue: 7,Page: 3357-3367
Authors:  ZhenYou;  Yain-Whar Si;  Defu Zhang;  XiangXiang Zeng;  Stephen C.H. Leung;  Tao Li
Favorite |  | TC[WOS]:30 TC[Scopus]:35 | Submit date:2019/02/14
Data Mining  Decision Tree  Decision-making  Forecasting  Precision Marketing  
A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5 Conference paper
Frontiers in Artificial Intelligence and Applications, Univ Macau, Macao, PEOPLES R CHINA, FEB 12, 2015
Authors:  Naseer T.;  Asghar S.;  Zhuang Y.;  Fong S.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/13
C4.5  Classification  Data Mining  Fuzzy C4.5  
Countering the concept-drift problems in big data by an incrementally optimized stream mining model Journal article
Journal of Systems and Software, 2015,Volume: 102,Page: 158-166
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:12 TC[Scopus]:16 | Submit date:2019/02/13
Concept Drift  Data Stream Mining  Very Fast Decision Tree