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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
View | Adobe PDF | Favorite | View/Download:916/78 | TC[WOS]:12 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Swarm Intelligence: Today and Tomorrow Conference paper
Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016
Authors:  Yang X.-S.;  Fong S.;  He X.;  Deb S.;  Zhao Y.
Favorite | View/Download:3/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Algorithm  bat algorithm  complex systems  cuckoo search  firefly algorithml metaheuristic  nature-inspired  optimization  PSO  self-organization  swarm intelligence  
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.
Favorite | View/Download:18/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2018/10/30
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
Favorite | View/Download:10/0 | TC[WOS]:16 TC[Scopus]:0 | Submit date:2018/10/30
Imbalanced Biological Data  Medical Classification  Parameter Optimization  Swarm Algorithm  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book
2016
Authors:  Li J.;  Fong S.
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Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence 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
Favorite | View/Download:9/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2019/02/13
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  
Towards Enhancement of Performance of K-Means Clustering Using Nature-Inspired Optimization Algorithms Journal article
Scientific World Journal, 2014,Volume: 2014
Authors:  Simon Fong;  Suash Deb;  Xin-She Yang;  Yan Zhuang
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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
Favorite | View/Download:5/0 | TC[WOS]:13 TC[Scopus]:0 | Submit date:2019/02/13
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
Favorite | View/Download:5/0 | TC[WOS]:21 TC[Scopus]:0 | Submit date:2018/11/06