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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  
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