A Novel Clustering-Ensemble Approach

摘要：

Clustering Ensemble is more and more becoming a new hotspot to improve clustering performance Since it was firstly presented in2002. Through using the mechanism of the integrate mechanism of testing and information rolling method to decrease the error probability of matching cluster members, and using a method of category weight to ensemble clustering members, this paper proposes a novel Clustering Ensemble algorithm. Experiments show that this algorithm could effectively improve the clustering results.

关键词： Clustering Ensemble Consensus Function testing category weight

作者: Zhizhou KONG Lai WEI Shenggang YANG Dong GUAN Zixing CAI

作者单位: College of Statistics Hunan University Changsha,China College of finance Hunan University Changsha,China College of Information Science and Engineer Central South University Changsha,China

会议类型: 国际会议

会议名称: The 2nd International Conference on Bioinformatics and Biomedical Engineering(iCBBE 2008)(第二届生物信息与生物医学工程国际会议)

会议地点: 上海

会议语种:英文

页码: 722-724

在线出版日期: 2008-05-16（万方平台首次上网日期，不代表论文的发表时间）