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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  
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  
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  
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  
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
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
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  
Trend following in financial time series with multi-objective optimization Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 66,Page: 149-167
Authors:  Jingyuan Liu;  Yain-Whar Si;  Defu Zhang;  Ligang Zhou
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2018/10/30
Financial Time Series  Technical Analysis  Trend Following  Particle Swarm Optimization  Simulated Annealing  
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 64,Page: 468-479
Authors:  Defu Zhang;  Ruibing Dong;  Yain-Whar Si;  Furong Ye;  Qisen Cai
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2018/10/30
Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
Distributed learning particle swarm optimizer for global optimization of multimodal problems Journal article
FRONTIERS OF COMPUTER SCIENCE, 2018,Volume: 12,Issue: 1,Page: 122-134
Authors:  Zhang, Geng;  Li, Yangmin;  Shi, Yuhui
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2018/10/30
particle swarm optimizer (PSO)  orthogonal experimental design (OED)  swarm intelligence