期刊论文

He, Tingting（何婷婷）

英文

中国科学：信息科学(英文版)

1674-733X

2016

59

7

070104-1-070104-7

10.1007/s11432-016-5587-8

This research was supported by National Natural Science Foundation of China （Grant No. 61532008）, International Cooperation Project of Hubei Province （Grant No. 2014BHE0017）, and Self-determined Research Funds of CCNU from the Colleges＇ Basic Research and Operation of ME （Grant No. CCNU16KFY04, CCNU 14A02008）.

本校为第一且通讯机构

Clustering technology is a method for grouping data points into clusters containing a group of similar data points. In a real dataset such as microbiome data, the data points are presented as profiles or a probability distribution. These data points form the periphery of a cluster, making it difficult to identify the real clustering structure. In this study, we used density clustering on several distance measures to overcome this difficulty. Experiments using a real dataset indicated that the Manhattan distance is an appropriate ...