基于模糊等价关系的聚类方法

2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011) Pub Date : 2011-11-10 DOI:10.1109/ICCCT.2011.6075209

A. Raut, G. Bamnote

{"title":"基于模糊等价关系的聚类方法","authors":"A. Raut, G. Bamnote","doi":"10.1109/ICCCT.2011.6075209","DOIUrl":null,"url":null,"abstract":"Fuzzy clustering techniques are used to construct clusters with uncertain boundaries and allows that one object belongs to overlapping clusters with some membership degree. In other words, the fuzzy clustering is to consider not only the belonging status of object to the clusters, but also to consider to what degree do the object belong to the cluster. In this paper, a technique called “fuzzy hierarchical clustering” is being proposed that creates the clusters of web documents using fuzzy equivalence relation","PeriodicalId":285986,"journal":{"name":"2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Clustering method based on fuzzy equivalence relation\",\"authors\":\"A. Raut, G. Bamnote\",\"doi\":\"10.1109/ICCCT.2011.6075209\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fuzzy clustering techniques are used to construct clusters with uncertain boundaries and allows that one object belongs to overlapping clusters with some membership degree. In other words, the fuzzy clustering is to consider not only the belonging status of object to the clusters, but also to consider to what degree do the object belong to the cluster. In this paper, a technique called “fuzzy hierarchical clustering” is being proposed that creates the clusters of web documents using fuzzy equivalence relation\",\"PeriodicalId\":285986,\"journal\":{\"name\":\"2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCCT.2011.6075209\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCT.2011.6075209","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 4

摘要

模糊聚类技术用于构造具有不确定边界的聚类，并允许一个对象属于具有一定隶属度的重叠聚类。也就是说，模糊聚类不仅要考虑对象在聚类中的归属状态，还要考虑对象在多大程度上属于聚类。本文提出了一种基于模糊等价关系的网络文档聚类技术——“模糊层次聚类”

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Clustering method based on fuzzy equivalence relation

Fuzzy clustering techniques are used to construct clusters with uncertain boundaries and allows that one object belongs to overlapping clusters with some membership degree. In other words, the fuzzy clustering is to consider not only the belonging status of object to the clusters, but also to consider to what degree do the object belong to the cluster. In this paper, a technique called “fuzzy hierarchical clustering” is being proposed that creates the clusters of web documents using fuzzy equivalence relation

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)

自引率

0.00%

发文量