Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets

2011 ◽  
Vol 181 (23) ◽  
pp. 5169-5179 ◽  
Author(s):  
Degang Chen ◽  
Qinghua Hu ◽  
Yongping Yang
Keyword(s):  
Rough Sets ◽  
Attribute Reduction ◽  
Gaussian Kernel ◽  
Fuzzy Rough Sets

Unsupervised attribute reduction for mixed data based on fuzzy rough sets

2021 ◽  
Author(s):  
Zhong Yuan ◽  
Hongmei Chen ◽  
Tianrui Li ◽  
Zeng Yu ◽  
Binbin Sang ◽  
...  
Keyword(s):  
Rough Sets ◽  
Attribute Reduction ◽  
Mixed Data ◽  
Fuzzy Rough Sets

scholarly journals Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications

2010 ◽  
Vol 51 (4) ◽  
pp. 453-471 ◽  
Author(s):  
Qinghua Hu ◽  
Lei Zhang ◽  
Degang Chen ◽  
Witold Pedrycz ◽  
Daren Yu
Keyword(s):  
Model Uncertainty ◽  
Rough Sets ◽  
Gaussian Kernel ◽  
Fuzzy Rough Sets ◽  
Uncertainty Measures

Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets

2018 ◽  
Vol 26 (1) ◽  
pp. 226-238 ◽  
Author(s):  
Qinghua Hu ◽  
Lingjun Zhang ◽  
Yucan Zhou ◽  
Witold Pedrycz
Keyword(s):  
Rough Sets ◽  
Large Scale ◽  
Attribute Reduction ◽  
Fuzzy Rough Sets

Maximal-Discernibility-Pair-Based Approach to Attribute Reduction in Fuzzy Rough Sets

2018 ◽  
Vol 26 (4) ◽  
pp. 2174-2187 ◽  
Author(s):  
Jianhua Dai ◽  
Hu Hu ◽  
Wei-Zhi Wu ◽  
Yuhua Qian ◽  
Debiao Huang
Keyword(s):  
Rough Sets ◽  
Attribute Reduction ◽  
Fuzzy Rough Sets
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