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

Published in:	Dianxin kexue
Main Authors:	Haoqi LI, Na YING, Chunsheng GUO, Jinhua WANG
Format:	Article
Language:	Chinese
Published:	Beijing Xintong Media Co., Ltd 2018-01-01
Subjects:	outlier detection high-dimensional data deep belief network one-class SVM
Online Access:	http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018006/