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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  
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  
Marginal discriminant projections: An adaptable margin discriminant approach to feature reduction and extraction Journal article
Pattern Recognition Letters, 2010,Volume: 31,Issue: 13,Page: 1965-1974
Authors:  Cheng M.;  Fang B.;  Wen J.;  Tang Y.Y.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Curse of dimensionality  Dimensionality reduction  Feature extraction  Hierarchical fuzzy clustering  Maladjusted learning problem  
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