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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.
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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.
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Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
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.
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Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT  
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  
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  
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.
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Bioinspired computing  Metaheuristics  Nature-inspired algorithms  Optimization  Self-organization  Swarm intelligence  
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
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Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings
Authors:  Ma B.B.;  Fong S.;  Millham R.
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Data Analytics  Data mining  Fog computing  Gas Sensor  Internet of Things  
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
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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
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Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem