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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  
Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 175-196
Authors:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
Favorite  |  View/Download:0/0  |  Submit date:2019/07/24
Neural Network  Incremental Machine Learning  Classification  Big Data  Parameter Optimization  
Extending the grenade explosion approach for effective clustering Conference paper
The 10th International Conference on Digital Information Management, ICDIM 2015, Jeju, South Korea, 21-23 Oct. 2015
Authors:  Mojgan Ghanavati;  Raymond K. Wong;  Simon Fong;  Mohammad Reza Gholamian
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Clustering  Grenade Explosion Method  K-means  
Improving the Accuracy of Incremental Decision Tree Learning Algorithm via Loss Function Conference paper
Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013, Sydney, NSW, Australia, 3-5 Dec. 2013
Authors:  Hang Yang;  Simon Fong
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Data Stream Mining  Decision Tree Classification  Hoeffding Tree  
Incremental Learning Algorithms for Fast Classification in Data Stream Conference paper
Proceedings - 2013 International Symposium on Computational and Business Intelligence, ISCBI 2013, New Delhi, India, 24-26 Aug. 2013
Authors:  Simon Fong;  Zhicong Luo;  Bee Wah Yap
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Classification  Data Mining  Incremental Learning  Lightweight Processing  Oulier Dectction  
Optimized Very Fast Decision Tree with Balanced Classification Accuracy and Compact Tree Size Conference paper
Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011, Macao, China, 24-26 Oct. 2011
Authors:  Hang Yang;  Simon Fong
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Incremental Optimization  Ovfdt  Stream Mining  Tree Pruning  Very Fast Decision Tree  
Case-based and Stream-based Classification in Biomedical Application Conference paper
Proceedings of the IASTED International Conference Biomedical Engineering (Biomed 2011), Innsbruck, Austria, February 16 - 18, 2011
Authors:  Yang, Hang;  Simon Fong;  Andy Ip;  Sabah Mohammed
Favorite  |  View/Download:0/0  |  Submit date:2019/07/25
Decision Tree  Stream Mining  Biomedical Classification