Internet traffic classification using SVM with flexible feature space

Internet traffic classification using SVM with flexible feature space

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SVM is a typical machine learning algorithm with prefect generalization capacity,which is suitable for the internet traffic classification.At present,there are two approaches,One-Against-All and One-Against-One,proposed for extending SVM to multi-class problem like traffic classification.However,the...

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Bibliographic Details
Main Authors: Yaguan QIAN, Xiaohui GUAN, Bensheng YUN, Qiong LOU, Pengfei MA
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2016-05-01
Series:Dianxin kexue
Subjects:
support vector machine
flexible feature space
traffic classification
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016132/
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http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016132/

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