Text classification based on Ant Colony Optimization

机译：基于蚁群优化的文本分类

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摘要

A new text classification algorithm which is based on Ant Colony Algorithm is proposed in this paper. It makes use of the advantage in solving discrete problems by ACO and discreteness of text documents' features. Texts are classified by crawling of class population ants which have class information with them to find an optimal path matching it during iteration in the algorithm. It can get a satisfactory classification by the experiment.

机译：本文提出了一种基于蚁群算法的新文本分类算法。它利用了通过ACO解决离散问题的优势和文本文本文件的特征。文本通过爬网划分的群体蚂蚁来分类，该蚂蚁与他们有类信息，以在算法中找到迭代期间匹配它的最佳路径。它可以通过实验获得令人满意的分类。

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来源
《International Conference on Information and Computing》|2010年||共4页
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作者
Lijuan JIAO; Liping FENG;
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原文格式 PDF
正文语种
中图分类 G20-53;
关键词
Ant Colony Optimization; Text classification; Feature;

机译：蚁群优化;文本分类;功能;

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2. Ant colony optimization-based selected features for Text-independent speaker verification [J] . Hunny Pahuja, Jitender Chhabra, Ajay Khokhar International Journal of Engineering Research and Applications . 2012,第3期

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3. Corrigendum to "Text-independent speaker verification using ant colony optimization-based selected features" [Expert Systems with Applications 38 (1) (2011) 620-630] [J] . Shahla Nemati, Reza Boostani, Mohammad Davarpanah Jazi, Expert Systems with Application . 2011,第4期

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4. Chinese Text Classification Based on Ant Colony Optimization [C] . LUO Xin National Conference on Electrical, Electronics and Computer Engineering . 2015

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5. MAZACORNET: Mobility Aware Zone based Ant Colony Optimization Routing for VANET. [D] . Rana, Himani. 2013

机译：MAZACORNET：基于移动感知区域的VANET蚁群优化路由。
6. Ant Colony Optimization Based Feature Selection Method for QEEG Data Classification [O] . Turker Tekin Erguzel, Serhat Ozekes, Selahattin Gultekin, 2014

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7. Chinese Text Classification Based on Ant Colony Optimization [O] . Xin Luo 2016

机译：基于蚁群优化的中国文本分类

Text classification based on Ant Colony Optimization

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