A knowledge-based clustering algorithm

Sridhar, V and Murty, Narasimha M (1991) A knowledge-based clustering algorithm. In: Pattern Recognition Letters, 12 (9). pp. 511-517.

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Abstract

We describe a clustering technique that can exploit a large body of knowledge. An algorithm to cluster input objects, using the knowledge available, is presented. This algorithm is order-independent and can be naturally extended to cluster objects in an incremental way. The usefulness of the knowledge-based clustering algorithm is studied in the context of a database.

Item Type:	Journal Article
Publication:	Pattern Recognition Letters
Publisher:	Elsevier B.V.
Additional Information:	Copyright of this article belongs to Elsevier B.V.
Keywords:	Order-independence; incremental clustering algorithm; knowledge-based clustering; knowledge base.
Department/Centre:	Division of Electrical Sciences > Computer Science & Automation
Date Deposited:	11 Mar 2008
Last Modified:	19 Sep 2010 04:43
URI:	http://eprints.iisc.ac.in/id/eprint/13368

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