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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
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
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
Favorite  |  View/Download:3/0  |  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
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
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
Favorite  |  View/Download:3/0  |  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:2/0  |  Submit date:2018/11/06
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
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Bat Algorithm  Optimization  Self-adaptation  Swarm Intelligence  
A Novel Hybrid Self-Adaptive Bat Algorithm Journal article
The Scientific World Journal, 2014,Volume: 2014
Authors:  Iztok Fister Jr.;  Simon Fong;  Janez Brest;  Iztok Fister
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
Bat Algorithm for Topology Optimization in Microelectronic Applications Conference paper
1st International Conference on Future Generation Communication Technologies, FGCT 2012, London, UK, 12-14 Dec. 2012
Authors:  Xin-She Yan;  Mehmet Karamanoglu;  Simon Fong
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Bat Algorithm  Inverse Problem  Metaheuristics  Optimization Algorithm  Topology Optimization