The Overview of Feature Selection Algorithms Based Swarm Intelligence and Rough Set

机译：基于群体智能和粗糙集的特征选择算法概述

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摘要

Compared with traditional algorithms of rough set feature selection, the stochastic algorithms for feature selection based on rough set and swarm intelligence are popular. This paper gives the overview of rough set algorithms for feature selection based on ant colony optimization, and algorithms based on particle swarm optimization.

机译：与传统的粗糙集特征选择算法相比，基于粗糙集和群体智能的随机特征选择算法更受欢迎。本文概述了基于蚁群优化的特征选择粗糙集算法和基于粒子群优化的算法。

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来源
《Computational Intelligence and Security (CIS), 2011 Seventh International Conference on》|2011年|p.154-158|共5页
会议地点 Sanya(CN)
作者
Chengmin Sun; Dayou Liu;
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原文格式 PDF
正文语种 eng
中图分类人工智能理论;
关键词
Ant Colony Optimization; Feature Selection; Particle Swarm Opitimation; Rough Set; Swarm Intelligence;

机译：蚁群优化；特征选择；粒子群优化；粗糙集；群智能;

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3. Rough Set Based Feature Selection Using Swarm Algorithms with Improved Initialization [J] . Maini Tarun, Misra Rakesh Kumar, Singh Devender, Journal of computational and theoretical nanoscience . 2018,第6a7期

机译：基于粗糙的特征选择，使用群算法改进了初始化
4. The Overview of Feature Selection Algorithms Based Swarm Intelligence and Rough Set [C] . Chengmin Sun, Dayou Liu International Conference on Computational Intelligence and Security . 2011

机译：基于特征选择算法的群体智能和粗糙集的概述
5. An architecture for a diagnostic/prognostic system with rough set feature selection and diagnostic decision fusion capabilities. [D] . Lee, Seungkoo. 2002

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6. A Novel Strategy for Minimum Attribute Reduction Based on Rough Set Theory and Fish Swarm Algorithm [O] . Yuebin Su, Jin Guo 2017

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7. Parallel Feature Selection Algorithm based on Rough Sets and Particle Swarm Optimization [O] . Mateusz Adamczyk 2015

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8. Rough Set Feature Selection Algorithms for Textual Case-Based Classification. [R] . Gupta, K. M., Aha, D. W., Moore, P. 2006

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The Overview of Feature Selection Algorithms Based Swarm Intelligence and Rough Set

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