中国科学院沈阳自动化研究所机构知识库
Advanced  
SIA OpenIR  > 数字工厂研究室  > 会议论文
题名:
A new Automatic Density Cluster
作者: Zhang T(张涛); Liu C(刘昶); Zhou XF(周晓锋); Li S(李帅)
作者部门: 数字工厂研究室
通讯作者: Zhang T(张涛)
会议名称: IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)
会议日期: December 15-17, 2017
会议地点: Chengdu, CHINA
会议主办者: IEEE PRESS
会议录: PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC)
会议录出版者: IEEE
会议录出版地: NEW YORK
出版日期: 2017
页码: 1539-1543
收录类别: EI ; CPCI(ISTP)
EI收录号: 20182005184617
WOS记录号: WOS:000426941100305
产权排序: 1
ISBN号: 978-1-5090-6414-4
关键词: density ; clusters ; merge ; automatic ; asymmetry
摘要: Clustering is an important unsupervised learning approach with wide application in data mining, pattern recognition and intelligent information processing. Density clustering is a classical clustering method for handling with non-spherical clusters, besides density clustering could operate by itself without setting the number of clusters, so it is extensive used by us. But there are some avoidless defects, such as, for asymmetry density data the effect is unsatisfactory. This paper introduce a new automatic density cluster algorithm, it brings the neighborhood radius on behalf of the density, then it abandons "minPts", so change the way to grabble clusters, the Clustering Results have a phanerous improvement.
语种: 英语
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/21740
Appears in Collections:数字工厂研究室_会议论文

Files in This Item:
File Name/ File Size Content Type Version Access License
A new Automatic Density Cluster.pdf(323KB)会议论文--开放获取View 联系获取全文

作者单位: 1.Shenyang Institute of Automation, Chinese Academy of Sciences, Liaoning Province Shenyang, China
2.University of Chinese Academy of Sciences, Beijing, China
3.Key Laboratory of Network Control System, Chinese Academy of Sciences, Liaoning Province Shenyang, China

Recommended Citation:
Zhang T,Liu C,Zhou XF,et al. A new Automatic Density Cluster[C]. IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC). Chengdu, CHINA. December 15-17, 2017.A new Automatic Density Cluster.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Zhang T(张涛)]'s Articles
[Liu C(刘昶)]'s Articles
[Zhou XF(周晓锋)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Zhang T(张涛)]‘s Articles
[Liu C(刘昶)]‘s Articles
[Zhou XF(周晓锋)]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
文件名: A new Automatic Density Cluster.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2018  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace