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Eidetic Wolf Search Algorithm with a global memory structure Journal article
European Journal of Operational Research, 2016,Volume: 254,Issue: 1,Page: 19-28
Authors:  Simon Fong;  Suash Deb;  Thomas Hanne;  Jinyan (Leo) Li
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Ant Colony Optimization  Global Memory Structure  Metaheuristics  Particle Swarm Optimization  Wolf Search Algorithm  
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  
Hierarchical classification in text mining for sentiment analysis of online news Journal article
Soft Computing, 2016,Volume: 20,Issue: 9,Page: 3411-3420
Authors:  Jinyan Li;  Simon Fong;  Yan Zhuang;  Richard Khoury
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Classification  Sentiment Analysis  Text Mining  
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:4/0  |  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:6/0  |  Submit date:2019/02/13
Parameter Selection Optimization  Smote  Swarm Intelligence  
Advances of applying metaheuristics to data mining techniques Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 75-103
Authors:  Simon Fong;  Jinyan Li;  Xueyuan Gong;  Athanasios V. Vasilakos
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering Conference paper
IJCAI International Joint Conference on Artificial Intelligence, Buenos Aires, Argentina, 7 25, 2015 - 7 31, 2015
Authors:  Wang, Zhangyang;  Yang, Yingzhen;  Chang, Shiyu;  Li, Jinyan;  Fong, Simon;  Huang, Thomas S.
Favorite  |  View/Download:2/0  |  Submit date:2018/11/06
Feature Selection in Life Science Classifi cation: Metaheuristic Swarm Search Journal article
IT Professional, 2014,Volume: 16,Issue: 4,Page: 24-29
Authors:  Fong, Simon;  Deb, Suash;  Yang, Xin-She;  Li, Jinyan
Favorite  |  View/Download:4/0  |  Submit date:2018/11/06
Hierarchical Classification in Text Mining for Sentiment Analysis Conference paper
Proceedings - 2014 International Conference on Soft Computing and Machine Intelligence, ISCMI 2014, 26-27 Sept. 2014, 26-27 Sept. 2014
Authors:  Jinyan Li;  Simon Fong;  Yan Zhuang;  Richard Khoury
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Classification  Sentiment Analysis  Text Mining