A feature selection method based on synonym merging in text classification system

Abstract As an important step in natural language processing (NLP), text classification system has been widely used in many fields, like spam filtering, news classification, and web page detection. Vector space model (VSM) is generally used to extract feature vectors for representing texts which is...

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Bibliographic Details
Main Authors: Haipeng Yao, Chong Liu, Peiying Zhang, Luyao Wang
Format: Article
Language:English
Published: SpringerOpen 2017-10-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13638-017-0950-z