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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
作者:  Shu,Lianjie;  Fan,Jinyu
收藏  |  浏览/下载:2/0  |  提交时间:2019/08/01
Control Chart  Minkowski Distance  Multivariate Statistical Process Control  
Learning the distribution of data for embedding Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
作者:  Shen Y.;  Ren P.;  Zhang T.;  Tang Y.Y.
收藏  |  浏览/下载:1/0  |  提交时间:2019/02/11
Dimensionality reduction  Distribution preserving embedding  Kernel density estimation  
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:3/0  |  提交时间: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
作者:  Cheng M.;  Fang B.;  Wen J.;  Tang Y.Y.
收藏  |  浏览/下载:2/0  |  提交时间: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
作者:  Fiaidhi, Jinan;  Mohammed, Sabah;  Islam, Aminul;  Fong, Simon;  Kim, Tai-Hoon
收藏  |  浏览/下载:3/0  |  提交时间:2018/11/06