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Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, FedCSIS 2018
Authors:  Azbehadji I.E.;  Millham R.;  Fong S.J.;  Yang H.
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Deep learning  Kestrel-based search algorithm  Long short term memory network  Random encircling  
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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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.
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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.
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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 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
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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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