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Rough support vector clustering (2005)

Abstract
In this paper a novel kernel-based soft clustering method is proposed. This method incorporates rough set theoretic flavour in support vector clustering paradigm to achieve soft clustering. Empirical studies show that this method can find soft clusters having arbitrary shapes.

Publication details
Download http://eprints.iisc.ernet.in/6488/1/Rough_support_vector_clustering.pdf
Publisher Pattern Recognition Society
Repository ePrints@iisc (India)
Keywords Computer Science & Automation
Type Journal Article, PeerReviewed
Relation http://eprints.iisc.ernet.in/6488/