摘要
结合聚类融合方法的优点,探索了聚类融合方法在邮件社区划分中的应用,并提出了一种基于聚类融合的邮件社区划分方法。该方法中应用了聚类融合思想,继承了聚类融合方法的优点,能发现复杂的社区结构,不受离群点干扰,显著提高社区划分质量。模拟实验发现,这种社区划分方法法能够发现高质量的社区。
Based on Clustering Ensembles Method, exploration the application of Clustering Ensembles Method in mail community partition, and presents a new method of mail community partition method based on Clustering Ensembles, inherited the advantages of clustering Ensembles method, can be found complex community structure, not affected by outiiers, and improved quality of community division. Simuiation experiment present that this method can find high quality community.
基金
校级青年科研基金重点项目资助(编号:2012QNA01)。项目名称:邮件社区划分及垃圾邮件处理方法的研究
