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 theory-based feature selection and FGA-NN classifier for medical data classification

International Journal of Business Intelligence and Data Mining ◽

10.1504/ijbidm.2019.098838 ◽

2019 ◽

Vol 14 (3) ◽

pp. 322

Author(s):

Vijayalakshmi Balasubramanian ◽

Sugumar Rajendran

Keyword(s):

Feature Selection ◽

Rough Set ◽

Rough Set Theory ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification

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A Hybrid Feature Selection Method Based on Symmetrical Uncertainty and Support Vector Machine for High-Dimensional Data Classification

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-54472-4_67 ◽

2017 ◽

pp. 721-727 ◽

Author(s):

Yongjun Piao ◽

Keun Ho Ryu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

High Dimensional Data ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

High Dimensional ◽

Support Vector ◽

Symmetrical Uncertainty

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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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Ant Colony Optimization Based Feature Selection Method for QEEG Data Classification

Psychiatry Investigation ◽

10.4306/pi.2014.11.3.243 ◽

2014 ◽

Vol 11 (3) ◽

pp. 243 ◽

Author(s):

Turker Tekin Erguzel ◽

Serhat Ozekes ◽

Selahattin Gultekin ◽

Nevzat Tarhan

Keyword(s):

Feature Selection ◽

Ant Colony Optimization ◽

Feature Selection Method ◽

Data Classification ◽

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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Feature selection method based on support vector machine and shape analysis for high-throughput medical data

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2017.10.008 ◽

2017 ◽

Vol 91 ◽

pp. 103-111 ◽

Author(s):

Qiong Liu ◽

Qiong Gu ◽

Zhao Wu

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Shape Analysis ◽

High Throughput ◽

Feature Selection Method ◽

Selection Method ◽

Medical Data ◽

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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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General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

Applied Artificial Intelligence ◽

10.1080/08839514.2020.1861407 ◽

2020 ◽

pp. 1-17

Author(s):

Jingwei Too ◽

Seyedali Mirjalili

Keyword(s):

Feature Selection ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

Biological Data ◽

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Feature Selection Algorithms in Medical Data Classification: A Brief Survey and Experimentation

Lecture Notes in Electrical Engineering - ICDSMLA 2019 ◽

10.1007/978-981-15-1420-3_90 ◽

2020 ◽

pp. 831-841

Author(s):

Suja S. Panicker ◽

P. Gayathri

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

Selection Algorithms

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An Analysis of Hybrid Feature Selection for Improved Medical Data Classification

Journal of Computational Intelligence and Electronic Systems ◽

10.1166/jcies.2014.1069 ◽

2014 ◽

Vol 3 (1) ◽

pp. 44-49

Author(s):

X. Y. Chen ◽

X. Xia ◽

B. Liu

Keyword(s):

Feature Selection ◽

Data Classification ◽

Medical Data ◽

Medical Data Classification ◽

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