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Dynamic swarm class rebalancing for the process mining of rare events Journal article
Journal of Supercomputing, 2021
Authors:  Li,Jinyan;  Wu,Yaoyang;  Fong,Simon;  Wong,Raymond K.;  Chu,Victor W.;  Ong,Kok leong;  Wong,Kelvin K.L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
Comparative research of swam intelligence clustering algorithms for analyzing medical data Journal article
IEEE Access, 2019,Volume: 7,Page: 137560-137569
Authors:  Gong,Xueyuan;  Liu,Liansheng;  Fong,Simon;  Xu,Qiwen;  Wen,Tingxi;  Liu,Zhihua
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
clustering algorithms  data mining  Medical data analysis  swarm intelligence  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
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Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
Particle filter grey Wolf optimization for parameter estimation of nonlinear dynamic system Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Zhang,Cuilian;  Yang,Xu;  Lilingbo,;  Wong,Derek F.
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Grey Wolf Optimization  MCMC  Parameter Estimation  Particle Filter  
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  
Swarm intelligence: past, present and future Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 5923-5933
Authors:  Yang X.-S.;  Deb S.;  Zhao Y.-X.;  Fong S.;  He X.
Favorite |  | TC[WOS]:25 TC[Scopus]:32 | Submit date:2019/02/13
Bioinspired computing  Metaheuristics  Nature-inspired algorithms  Optimization  Self-organization  Swarm intelligence  
Swarm intelligence: past, present and future Conference paper
Authors:  Yang, Xin-She;  Deb, Suash;  Zhao, Yu-Xin;  Fong, Simon;  He, Xingshi
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Swarm intelligence  Nature-inspired algorithms  Optimization  Self-organization  Bioinspired computing  Metaheuristics  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Tang, Rui;  Wong, Raymond;  Dey, Nilanjan
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Rhinoceros search algorithm  Elephant search algorithm  Meta-heuristic  Optimization problems  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Applied Soft Computing Journal, 2018,Volume: 69,Page: 784-805
Authors:  Li,Jinyan;  Fong,Simon;  Wong,Raymond K.;  Mohammed,Sabah;  Fiaidhi,Jinan;  Sung,Yunsick
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Big highly imbalanced dataset  Binary classification  Dynamic multi-objective  Rebalancing algorithm  Swarm intelligence algorithms  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm