期刊名称:International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN:2277-6451
电子版ISSN:2277-128X
出版年度:2012
卷号:2
期号:8
出版社:S.S. Mishra
摘要:Cluster Analysis is a process of grouping the objects, where objects can be physical like a student or can be an abstract such as behaviour of a customer, handwriting. Clustering has been applied to serve various purposes like, to gain insight to data distribution, generate hypotheses, to observe the characteristic and find anomalies, to form th e natural classification and even to summarize a data . Large number of clustering algorithms had been proposed which falls into the different clustering methods. The intension of this paper is to provide a categorization of some well known clustering algorithms. It also describes the clustering process and overview of the different clustering methods
关键词:C clustering methods; clustering process; clustering algorithms; partitioning methods; hierarchical methods; ;and density based and grid based methods