High-dimensional outlier detection based on deep belief network and linear one-class SVM

Aiming at the difficulties in high-dimensional outlier detection at present,an algorithm of high-dimensional outlier detection based on deep belief network and linear one-class SVM was proposed.The algorithm firstly used the deep belief network which had a good performance in the feature extraction...

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Bibliographic Details
Main Authors: Haoqi LI, Na YING, Chunsheng GUO, Jinhua WANG
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2018-01-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018006/
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