A Brief Survey On Document Clustering Techniques Using MATLAB
Journal Title: International Journal of Computer & organization Trends(IJCOT) - Year 2013, Vol 3, Issue 1
Abstract
Document clustering is a more specific technique for unsupervised document organization, it is generally considered to be a centralized process. Clustering methods can be used to automatically group the retrieved documents into a list of meaningful categories. This paper gives an overview of some of the mostly used document clustering techniques and introduces the matlab tool which provides us many functions that helps in the clustering of the documents. In particular we concentrate on the most commonly used clustering techniques Agglomerative hierarchical clustering and K-means that are commonly used for document clustering and related matlab functions available in the matlab toolbox.
Authors and Affiliations
Rachitha Sony. K rotha , Suneetha Merugula
Keywords
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