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

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2017.2647966 ◽

2018 ◽

Vol 26 (1) ◽

pp. 226-238 ◽

Author(s):

Qinghua Hu ◽

Lingjun Zhang ◽

Yucan Zhou ◽

Witold Pedrycz

Keyword(s):

Large Scale ◽

Attribute Reduction ◽

Fuzzy Rough Sets

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Unsupervised attribute reduction for mixed data based on fuzzy rough sets

Information Sciences ◽

10.1016/j.ins.2021.04.083 ◽

2021 ◽

Author(s):

Zhong Yuan ◽

Hongmei Chen ◽

Tianrui Li ◽

Zeng Yu ◽

Binbin Sang ◽

...

Keyword(s):

Attribute Reduction ◽

Fuzzy Rough Sets

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Attribute Reduction Based on Fuzzy Rough Sets

Rough Sets and Intelligent Systems Paradigms - Lecture Notes in Computer Science ◽

10.1007/978-3-540-73451-2_40 ◽

2007 ◽

pp. 381-390 ◽

Author(s):

Degang Chen ◽

Xizhao Wang ◽

Suyun Zhao

Keyword(s):

Attribute Reduction ◽

Fuzzy Rough Sets

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Picture fuzzy rough sets and its attribute reduction algorithm

10.1145/3469213.3470312 ◽

2021 ◽

Author(s):

Zhao Xingyu ◽

Wang Qinghai

Keyword(s):

Attribute Reduction ◽

Reduction Algorithm ◽

Fuzzy Rough Sets

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An Attribute Reduction Method Based on Fuzzy-Rough Sets Theories

2009 First International Workshop on Education Technology and Computer Science ◽

10.1109/etcs.2009.721 ◽

2009 ◽

Author(s):

Hu Guohua ◽

Shi Yuemei

Keyword(s):

Reduction Method ◽

Attribute Reduction ◽

Fuzzy Rough Sets

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On fuzzy approximation operators in attribute reduction with fuzzy rough sets

Information Sciences ◽

10.1016/j.ins.2008.03.022 ◽

2008 ◽

Vol 178 (16) ◽

pp. 3163-3176 ◽

Author(s):

Suyun Zhao ◽

Eric C.C. Tsang

Keyword(s):

Attribute Reduction ◽

Fuzzy Rough Sets ◽

Fuzzy Approximation ◽

Approximation Operators

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Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets

Information Sciences ◽

10.1016/j.ins.2011.07.025 ◽

2011 ◽

Vol 181 (23) ◽

pp. 5169-5179 ◽

Author(s):

Degang Chen ◽

Qinghua Hu ◽

Yongping Yang

Keyword(s):

Attribute Reduction ◽

Gaussian Kernel ◽

Fuzzy Rough Sets

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A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine

2006 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2006.384650 ◽

2006 ◽

Author(s):

Eric. C.C. Tsang ◽

Degang Chen ◽

Suyun Zhao ◽

Qiang He

Keyword(s):

Support Vector Machine ◽

Attribute Reduction ◽

Support Vector ◽

Fuzzy Rough Sets

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Attribute reduction using distance-based fuzzy rough sets

2015 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc.2015.7340666 ◽

2015 ◽

Author(s):

Changzhong Wang ◽

Yali Qi ◽

Qiang He

Keyword(s):

Attribute Reduction ◽

Fuzzy Rough Sets

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Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification

Applied Intelligence ◽

10.1007/s10489-020-01863-5 ◽

2020 ◽

Author(s):

Shengxing Bai ◽

Yaojin Lin ◽

Yan Lv ◽

Jinkun Chen ◽

Chenxi Wang

Keyword(s):

Feature Selection ◽

Large Scale ◽

Hierarchical Classification ◽

Fuzzy Rough Sets ◽

Selection For ◽

Online Streaming

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

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2017.2768044 ◽

2018 ◽

Vol 26 (4) ◽

pp. 2174-2187 ◽

Author(s):

Jianhua Dai ◽

Hu Hu ◽

Wei-Zhi Wu ◽

Yuhua Qian ◽

Debiao Huang

Keyword(s):

Attribute Reduction ◽

Fuzzy Rough Sets

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