Improving the Operation of Text Categorization Systems with Selecting Proper Features Based on PSO-LA

Improving the Operation of Text Categorization Systems with Selecting Proper Features Based on PSO-LA

With the explosive growth in amount of information, it is highly required to utilize tools and methods in order to search, filter and manage resources. One of the major problems in text classification relates to the high dimensional feature spaces. Therefore, the main goal of text classification is...

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Bibliographic Details
Main Authors: Mozhgan Rahimirad, Mohammad Mosleh, Amir Masoud Rahmani
Format: Article
Language:English
Published: Science and Research Branch,Islamic Azad University 2015-05-01
Series:Journal of Advances in Computer Engineering and Technology
Subjects:
Text Mining
Feature Selection
classification
learning automata
PSO algorithm
Online Access:http://jacet.srbiau.ac.ir/article_6706_6cc25826769e12ffcc494d3348913fe9.pdf

Internet

http://jacet.srbiau.ac.ir/article_6706_6cc25826769e12ffcc494d3348913fe9.pdf

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