Cluster validity for fuzzy criterion clustering

Cluster validity for fuzzy criterion clustering

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Article ID: iaor20002930
Country: United Kingdom
Volume: 37
Issue: 11/12
Start Page Number: 95
End Page Number: 100
Publication Date: Jun 1999
Journal: Computers & Mathematics with Applications
Authors: ,
Keywords: optimization
Abstract:

In this paper, we define a validity measure for fuzzy criterion clustering which is a novel approach to fuzzy clustering that in addition to being non-distance-based, addresses the cluster validity problem. The model is then recast as a bilevel fuzzy criterion clustering problem. We propose an algorithm for this model that solves both the validity and clustering problems. Our approach is validated via some sample problems.

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