A Hierarchical Cluster Algorithm Based On Binary Model

摘要：

It describes the similarity calculation meth based on positive attribute distance,cluster evaluation criteri and the clustering process.The criterion mentioned in tl alogrithm helps to measure the quality of each clusteri level,and with the process of combinating each cluster,the level with the best quality can be seemed as the fir cluster,while the cluster number of the level will be the best number.Several experiments on the UCI datasets prove the validity of our algorithm.

关键词： Binary modeI Clustering Hierarchical clusterin

作者: Zhao zuo-peng Yu jing-cun Yu jing-cun Jiang hai-feng

作者单位: School of Computer Science and Technology;China University of Ming and Technology;Xuzhou 221116; Jia School of Computer Science and Technology;China University of Ming and Technology;Xuzhou 221116; Jia

会议类型: 国际会议

会议名称: The 2nd International Conference on Software Engineering and Data Mining(IEEE 第二届国际软件工程和数据挖掘学术大会 SEDM 2010)

会议地点: 成都

会议语种:英文

页码: 483-487

在线出版日期: 2010-06-23（万方平台首次上网日期，不代表论文的发表时间）