A novel hybrid feature selection method considering feature interaction in neighborhood rough set

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107167 ◽

2021 ◽

pp. 107167

Author(s):

Jihong Wan ◽

Hongmei Chen ◽

Zhong Yuan ◽

Tianrui Li ◽

Xiaoling Yang ◽

...

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

Feature Interaction ◽

Neighborhood Rough Set

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A New Online Feature Selection Method Using Neighborhood Rough Set

2017 IEEE International Conference on Big Knowledge (ICBK) ◽

10.1109/icbk.2017.41 ◽

2017 ◽

Author(s):

Peng Zhou ◽

Xuegang Hu ◽

Peipei Li

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

Neighborhood Rough Set ◽

Online Feature Selection

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R-HEFS: Rough set based Heterogeneous Ensemble Feature Selection Method for Medical data Classification

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2021.102049 ◽

2021 ◽

pp. 102049

Author(s):

Rubul Kumar Bania ◽

Anindya Halder

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

Medical Data ◽

Medical Data Classification ◽

Heterogeneous Ensemble

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Rough set-based feature selection method

Progress in Natural Science Materials International ◽

10.1080/10020070512331342120 ◽

2005 ◽

Vol 15 (3) ◽

pp. 280-284 ◽

Author(s):

Zhan Yanmei ◽

Zeng Xiangyang ◽

Sun Jincai

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method

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An Aggressive Feature Selection Method based on Rough Set Theory

Second International Conference on Innovative Computing, Informatio and Control (ICICIC 2007) ◽

10.1109/icicic.2007.125 ◽

2007 ◽

Author(s):

Fangtao Li ◽

Tao Guan ◽

Xian Zhang ◽

Xiaoyan Zhu

Keyword(s):

Feature Selection ◽

Rough Set ◽

Rough Set Theory ◽

Feature Selection Method ◽

Selection Method

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A novel filter feature selection method using rough set for short text data

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113691 ◽

2020 ◽

Vol 160 ◽

pp. 113691 ◽

Author(s):

Rasim Cekik ◽

Alper Kursat Uysal

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

Text Data ◽

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An Intelligent Feature Selection Method for Finding Rough Set Reducts Based on Tug of War Optimization Algorithm

Intelligent and Fuzzy Techniques in Big Data Analytics and Decision Making - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-23756-1_144 ◽

2019 ◽

pp. 1225-1234

Author(s):

Esin Ayşe Zaimoğlu ◽

Numan Çelebi ◽

Nilüfer Yurtay

Keyword(s):

Feature Selection ◽

Rough Set ◽

Optimization Algorithm ◽

Feature Selection Method ◽

Selection Method

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An enhanced feature selection method comprising rough set and clustering techniques

2014 IEEE International Conference on Computational Intelligence and Computing Research ◽

10.1109/iccic.2014.7238376 ◽

2014 ◽

Author(s):

A. Murugan ◽

T. Sridevi

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

Clustering Techniques

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Research on an Improved Feature Selection Method Based on Rough Set Theory

International Journal of Advancements in Computing Technology ◽

10.4156/ijact.vol5.issue9.84 ◽

2013 ◽

Vol 5 (9) ◽

pp. 712-718

Author(s):

Ding xuefang

Keyword(s):

Feature Selection ◽

Rough Set ◽

Rough Set Theory ◽

Feature Selection Method ◽

Selection Method

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A fuzzy rough set-based feature selection method using representative instances

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.03.031 ◽

2018 ◽

Vol 151 ◽

pp. 216-229 ◽

Author(s):

Xiao Zhang ◽

Changlin Mei ◽

Degang Chen ◽

Yanyan Yang

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

Fuzzy Rough Set

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A rough set-based hybrid feature selection method for topic-specific text filtering

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1382004 ◽

2005 ◽

Author(s):

Qiang Li ◽

Jian-Hua Li ◽

Gong-Shen Liu ◽

Sheng-Hong Li

Keyword(s):

Feature Selection ◽

Rough Set ◽

Feature Selection Method ◽

Selection Method ◽

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