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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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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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