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Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
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Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Bioinspired Computational Approach to Missing Value Estimation Journal article
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018
Authors:  Agbehadji, Israel Edem;  Millham, Richard C.;  Fong, Simon James;  Yang, Hongji
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Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
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Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3708–3728
Authors:  Jinyan Li;  Simon Fong;  Sabah Mohammed;  Jinan Fiaidhi
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Imbalanced Biological Data  Medical Classification  Parameter Optimization  Swarm 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
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Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm  
Optimizing SMOTE by Metaheuristics with Neural Network and Decision Tree Conference paper
Proceedings - 2015 3rd International Symposium on Computational and Business Intelligence, ISCBI 2015, Bali, Indonesia, 7-9 Dec. 2015
Authors:  Jinyan Li;  Simon Fong;  Yan Zhuang
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Parameter Selection Optimization  Smote  Swarm Intelligence  
Bat Algorithm is Better Than Intermittent Search Strategy Journal article
Journal of Multiple-Valued Logic and Soft Computing, 2014,Volume: 22,Issue: 3,Page: 223-237
Authors:  Xin-She Yang;  Suash Deb;  Simon Fong
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Bat algorithm: Recent advances Conference paper
CINTI 2014 - 15th IEEE International Symposium on Computational Intelligence and Informatics, Proceedings, Budapest, Hungary, 19-21 Nov. 2014
Authors:  Fister, Iztok;  Yang, Xin-She;  Fong, Simon;  Zhuang, Yan
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Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2014,Volume: 25,Issue: 6,Page: 1217
Authors:  Chen C.L.P.;  Wen G.-X.;  Liu Y.-J.;  Wang F.-Y.
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Consensus control  Lyapunov-Krasovskii functional  Neural networks (NNS)  Nonlinear multiagent systems  Time delay  
Towards the self-adaptation of the bat algorithm Conference paper
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2014, Innsbruck, Austria, February 17 - 19, 2014
Authors:  Iztok Fister Jr.;  Simon Fong;  Janez Brest;  Iztok Fister
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Bat Algorithm  Optimization  Self-adaptation  Swarm Intelligence