A study on multi-kernel intuitionistic fuzzy C-means clustering with multiple attributes

首页 > 成果 > 详情

认领

导出

Link by DOI

反馈

作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Zeng, Shan;Wang, Zhiyong;Huang, Rui*;Chen, Ling;Feng, David

通讯作者：

Huang, Rui

作者机构：

[Zeng, Shan; Chen, Ling] Wuhan Polytech Univ, Coll Math & Comp Sci, Wuhan 430023, Hubei, Peoples R China.

[Feng, David; Wang, Zhiyong] Univ Sydney, Sch Informat Technol, Sydney, NSW 2006, Australia.

[Feng, David; Wang, Zhiyong] Univ Sydney, BMIT Res Grp, Sydney, NSW 2006, Australia.

[Huang, Rui] Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen 518172, Guangdong, Peoples R China.

[Feng, David] Shanghai Jiao Tong Univ, Med X Res Inst, Shanghai 200240, Peoples R China.

通讯机构：

[Huang, Rui] C

Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen 518172, Guangdong, Peoples R China.

语种：

英文

关键词：

Fuzzy C-means clustering;Intuitionistic fuzzy sets;Multi-kernel model

期刊：

Neurocomputing

ISSN：

0925-2312

年：

2019

卷：

335

页码：

59-71

DOI：

10.1016/j.neucom.2019.01.042

基金类别：

NSFC-CAAC [U1833119]; Hubei natural science foundationNatural Science Foundation of Hubei Province [2017CFB500]; Wuhan science and technology foundation [2018020401011299]; Robotic Discipline Development Fund from Shenzhen Gov, China [2016-1418]

机构署名：

本校为第一机构

院系归属：

数学与计算机学院

摘要：

Fuzzy C-means (FCM) clustering has been widely applied in various data-driven applications. While traditional FCM clustering algorithms handle uncertainty with type-2 Fuzzy Sets (T2 FSs), the recently-proposed intuitionistic fuzzy sets (IFSs) have shown advantages for describing vague and uncertain data by taking both membership degree and non-membership degree into account. However, intuitionistic fuzzy C-means (IFCM) algorithms generally do not take the importance of individual attributes and the structure of the data into account, when multi-modal and imbalanced features are involved in an ...

反馈

产权有误：本人成果被他人认领

数据有误：数据基本信息有误

归属有误：成果的院系归属、机构署名归属有误

其他原因：

验证码：

看不清楚，换一个

确定

取消

成果认领

标题：

用户	作者	通讯作者	--
	请选择	请选择	--

确定

取消

A study on multi-kernel intuitionistic fuzzy C-means clustering with multiple attributes

反馈

成果认领

提示

该栏目需要登录且有访问权限才可以访问