| 面向范畴类型数据的双聚类框架 |
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| 引用本文： | 危锋,王宇杰.面向范畴类型数据的双聚类框架[J].数字社区&智能家居,2009(3). |
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| 作者姓名： | 危锋 王宇杰 |
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| 作者单位： | 河南经贸职业学院信息管理系; |
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| 摘 要： | 双聚类是一种理想的概念聚类方法。对范畴类数据而言,双聚类可以给出相关联的数据对象和属性值的簇集(包括重叠的情况)。该文提出了一种通用的双聚类框架,由局部模式群集计算双划分。该局部模式反映了数据对象和属性之间的强关联。
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| 关 键 词： | 双聚类 形式概念 范畴类型数据 局部模式 聚类 |
A Bi-clustering Framework for Oriented to Categorical Data |
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| WEI Feng,WANG Yu-jie.A Bi-clustering Framework for Oriented to Categorical Data[J].Digital Community & Smart Home,2009(3). |
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| Authors: | WEI Feng WANG Yu-jie |
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| Affiliation: | Department of Information Management;Heinan Economy and Trade Vocational College;Zhengzhou 450003;China |
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| Abstract: | For categorical data, Bi-clustering provides a collection of (possibly overlapping) linked clusters for both objects and attribute- value pairs. We propose a bi-clustering framework to compute a bi-partition from collections of local patterns. |
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| Keywords: | Bi-clustering formal concepts Categorical data local patterns Clustering |
| 本文献已被 CNKI 等数据库收录！ |
