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Clustering Algorithm Based on Time Series Similarity to Web Data Clustering

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成果类型:
会议论文
作者:
Yang Yan*;Yao Hua-Xiong*;Li Rong*
通讯作者:
Yang Yan;Yao Hua-Xiong;Li Rong
作者机构:
[Yang Yan; Yao Hua-Xiong; Li Rong; Yang, Y; Yao, HX; Li, R] Cent China Normal Univ, Comp Sch, Wuhan 430079, Peoples R China.
通讯机构:
[Yang, Y; Yao, HX; Li, R] C
Cent China Normal Univ, Comp Sch, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
time series;rough set;similarity;data clustering;Web Recommendation
期刊:
PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015)
ISSN:
2352-5401
年:
2016
卷:
47
页码:
1373-1377
会议名称:
4th National Conference on Electrical, Electronics and Computer Engineering (NCEECE)
会议论文集名称:
AER-Advances in Engineering Research
会议时间:
DEC 12-13, 2015
会议地点:
Xian, PEOPLES R CHINA
会议主办单位:
[Yang Yan;Yao Hua-Xiong;Li Rong] Cent China Normal Univ, Comp Sch, Wuhan 430079, Peoples R China.
会议赞助商:
Int Informatizat & Engn Assoc, Trans Tech Publicat
主编:
Wang, J Xu, P
出版地:
29 AVENUE LAVMIERE, PARIS, 75019, FRANCE
出版者:
ATLANTIS PRESS
ISBN:
978-94-6252-150-6
基金类别:
the Humanity and Social Science Research Foundation of Ministry of Education of Chinaunder Grant No.15YJA880095
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
摘要:
In the view of the information inaccuracy and additional information in the web page recommendation algorithm of multi similar web pages, the data clustering effect is not satisfactory. In this paper, a new method for the image denoising method based on the rough set of Gauss block is proposed. Firstly, based on the information uncertainty, we use rough set theory to improve the traditional probabilistic data clustering model, which is suitable to deal with the problem of information uncertainty. Secondly, to solve the problem that the fixed probability data clustering is used to deal with the...

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