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Distribution preserving learning for unsupervised feature selection Journal article
Neurocomputing, 2018,Volume: 289,Page: 231-240
Authors:  Ting Xie;  Pengfei Ren;  Taiping Zhang;  Yuan Yan Tang
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Feature Selection  Density Preserving  Kernel Density Estimation  Dimensionality Reduction  Data Mining  
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
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Big Data  Classification  Feature Selection  
Sure screening by ranking the canonical correlations Journal article
TEST, 2017,Volume: 26,Issue: 1,Page: 46-70
Authors:  Kong, Xin-Bing;  Liu, Zhi;  Yao, Yuan;  Zhou, Wang
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High Dimension  Correlation  Group Screening  
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:4/0  |  Submit date:2018/10/30
Big Data  Classification  Feature Selection  Metaheuristics  Particle Swarm Optimization  Swarm Intelligence  
Robust Nonnegative Patch Alignment for Dimensionality Reduction Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 11,Page: 2760 - 2774
Authors:  Xinge You;  Weihua Ou;  Chun Lung Philip Chen;  Qiang Li;  Ziqi Zhu;  Yuanyan Tang
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Correntropy-induced Metric (Cim)  Dimensionality Reduction  Locality Preserving (Lp)  Robust Nonnegative Patch Alignment (Rnpa)  Sparsity Preserving (Sp)  
Subspace Learning via Local Probability Distribution for Hyperspectral Image Classification Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Huiwu Luo;  Yuan Yan Tang;  Lina Yang
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Incorporating Local and Global Geometric Structure for Hyperspectral Image Classification Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, 5-8 Oct. 2014
Authors:  Huiwu Luo;  Yuan Yan Tang;  Lina Yang
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Swarm Search for Feature Selection in Classification Conference paper
Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013, Sydney, NSW, Australia, 3-5 Dec. 2013
Authors:  Simon Fong;  Xin-She Yang;  Suash Deb
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Classification  Feature Selection  Metaheuristic  
Selecting Optimal Feature Set in High-Dimensional Data by Swarm Search Journal article
Journal of Applied Mathematics, 2013,Volume: 2013
Authors:  Simon Fong;  Yan Zhuang;  Rui Tang;  Xin-She Yang;  Suash Deb
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Opportunities and Challenges of Integrating Bio-Inspired Optimization and Data Mining Algorithms Book chapter
出自: Swarm Intelligence and Bio-Inspired Computation: Theory and Applications:ELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS, 2013, 页码: 385-402
Authors:  Simon Fong
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Bio-inspired  Classification  Clustering  Data Mining  Feature Selection  Optimization