文章基本信息

标题：A Survey of Clustering Techniques
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作者：Ramandeep Kaur ; Dr. Gurjit Singh Bhathal
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：2013
卷号：3
期号：5
出版社：S.S. Mishra
摘要：Clustering can be considered the most important unsupervised learning technique; so, as every other problem of this kind, it deals with finding a structure in a collection of unlabeled data. Clustering is "the process of organizing objects into groups whose members are similar in some way." A cluster is therefore a collection of objects which are "similar" between them and are "dissimilar" to the objects belonging to other clusters. In this paper, we are describing the clustering techniques and algorithms used for it.
关键词：Clustering; Goals of clustering; clustering techniques; clustering algorithms