计算机科学 ›› 2010, Vol. 37 ›› Issue (6): 220-222.

• 数据库与数据挖掘 • 上一篇    下一篇

超图在数据挖掘领域中的几个应用

崔阳,杨炳儒   

  1. (北京科技大学信息工程学院 北京100083)
  • 出版日期:2018-12-01 发布日期:2018-12-01
  • 基金资助:
    本文受国家自然科学基金(60675030)资助。

Application of Hypergraph in Data Mining

CUI Yang,YANG Bing-ru   

  • Online:2018-12-01 Published:2018-12-01

摘要: 数据挖掘技术的进一步发展同新理论和新方法的应用密切相关。超图以图论和集合论为基础,近年来在数据挖掘领域超图理论已经得到运用。首先概述了超图的基本概念,然后重点介绍结合了超图理论的新的关联规则挖掘算法Maradbcm,以及超图在聚类、空间数据挖掘方面的运用情况。

关键词: 超图,数据挖掘,Maradbcm算法,空间数据挖掘

Abstract: The development of data mining is tightly related to the application of new theories and methods. Definition of hypergraph is based on Graph Theory and Set Theory, and has been used in data mining recent years. Some important concepts of hypergraph were given at first. Then the application on Maradbcm algorithm, clustering and spatial data mining was introduced.

Key words: Hypergraph,Data mining,Maradbcm algorithm,Spatial data mining

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