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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  
Mining Prognosis Index of Brain Metastases Using Artificial Intelligence Journal article
CANCERS, 2019,Volume: 11,Issue: 8
Authors:  Shigao Huang;  Jie Yang;  Simon Fong;  Qi Zhao
Favorite |  | TC[WOS]:7 TC[Scopus]:12 | Submit date:2020/05/12
Brain Metastases  Radiosurgery  Prognosis Index  Artificial Intelligence  
A mathematical analysis of improved EigenAnt algorithm Journal article
Journal of Experimental and Theoretical Artificial Intelligence, 2019,Volume: 31,Issue: 2,Page: 291-309
Authors:  Gou G.;  Zhao Y.;  Li Q.;  Xu Q.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/04/04
Ant colony optimisation  convergence analysis  EigenAnt Algorithm  stability analysis  swarm intelligence  
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.
Favorite |  | TC[WOS]:11 TC[Scopus]:11 | Submit date:2018/10/30
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.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
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
Favorite |  | TC[WOS]:25 TC[Scopus]:32 | Submit date:2018/10/30
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
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/10/30
Rhinoceros search algorithm  Elephant search algorithm  Meta-heuristic  Optimization problems