摘要
谱聚类具有良好的理论基础,被广泛应用于科学研究与工程应用的各个领域,成为聚类分析领域重要的新兴分支,受到越来越多的研究者的重视。然而,国内相关文献较少,该文从谱聚类算法的产生、研究进展、基础理论及代表算法等方面对谱聚类算法作简要综述,有望使读者对该领域形成初步认识。
Spectral clustering has good theoretic foundation, and has been applied in various science research and engineering fields. It becomes an important new popular tool for clustering analysis. With its development, spectral clustering attracts much more attention from researchers. However, there are few literatures on it. This paper gives a brief review about the creation, de-velopment, theoretic analysis and classical methods of spectral clustering.
作者
邢洁清
符传谊
XING Jie-qing, FU Chuan-yi （Department of Modem Education Technology, Qiongtai Normal College, Haikou 571100, China）
出处
《电脑知识与技术》
2016年第7期159-161,共3页
Computer Knowledge and Technology
基金
海南省高等学校科学研究项目（No.Hjkj2013-54）
海南省自然科学基金项目（NO.614246）
关键词
谱聚类
聚类
图划分
spectral clustering
clustering
graph partition
