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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
作者:  Simon Fong;  Robert P. Biuk-Aghai;  Yain-Whar Si
收藏  |  浏览/下载:7/0  |  提交时间: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
作者:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
收藏  |  浏览/下载:0/0  |  提交时间: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
作者:  Simon Fong;  Raymond Wong;  Athanasios V. Vasilakos
收藏  |  浏览/下载:3/0  |  提交时间: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
作者:  Miao Cheng;  Bin Fang;  Chi-Man Pun;  Yuan Yan Tang
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/14
Curse-of-dimensionality  Dimensionality Reduction  Feature Extraction  Kernel Analysis  Local Discriminant Analysis