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A distribution-free control chart for monitoring high-dimensional processes based on interpoint distances Journal article
Naval Research Logistics, 2018,Volume: 65,Issue: 4,Page: 317-330
Authors:  Shu,Lianjie;  Fan,Jinyu
Favorite  |  View/Download:3/0  |  Submit date:2019/08/01
Control Chart  Minkowski Distance  Multivariate Statistical Process Control  
Lightweight feature selection methods based on standardized measure of dispersion for mining big data Conference paper
2016 IEEE International Conference on Computer and Information Technology (CIT), Nadi, Fiji, 8-10 Dec. 2016
Authors:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-Whar Si
Favorite  |  View/Download:7/0  |  Submit date:2019/02/13
Big Data  Classification  Feature Selection  
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  
Accelerated PSO Swarm Search Feature Selection for Data Stream Mining Big Data Journal article
IEEE Transactions on Services Computing, 2016,Volume: 9,Issue: 1,Page: 33
Authors:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
Favorite  |  View/Download:3/0  |  Submit date:2018/10/30
Big Data  Classification  Feature Selection  Metaheuristics  Particle Swarm Optimization  Swarm Intelligence  
Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space Journal article
Neurocomputing, 2011,Volume: 74,Issue: 9,Page: 1478-1484
Authors:  Miao Cheng;  Bin Fang;  Chi-Man Pun;  Yuan Yan Tang
Favorite  |  View/Download:4/0  |  Submit date:2019/02/14
Curse-of-dimensionality  Dimensionality Reduction  Feature Extraction  Kernel Analysis  Local Discriminant Analysis  
Developing a hierarchical Multi-Label classifier for Twitter trending topics Journal article
International Journal of u- and e- Service, Science and Technology, 1905,Volume: 6,Issue: 3,Page: 1-12
Authors:  Fiaidhi, Jinan;  Mohammed, Sabah;  Islam, Aminul;  Fong, Simon;  Kim, Tai-Hoon
Favorite  |  View/Download:3/0  |  Submit date:2018/11/06