Voronoi-based topological information for combining partitioning and hierarchical clustering

Lee, Ickjai, and Yang, Jianhua (2005) Voronoi-based topological information for combining partitioning and hierarchical clustering. In: Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation 2005 (2). From: International Conference on Computational Intelligence for Modelling Control & Automation 2005, 28-30 November 2005, Vienna, Austria.

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Abstract

Recently, hybrid clustering has attracted a great attention in the literature. This paper investigates a topology-based merge technique for combining partitioning and hierarchical clustering. The proposed merge technique enhances the efficiency of partitioning clustering while preserving the effectiveness of hierarchical clustering. It complements those clusterings' weaknesses and amplifies their strengths.

Item ID: 4562
Item Type: Conference Item (Refereed Research Paper - E1)
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ISBN: 978-0-7695-2504-4
Date Deposited: 15 Sep 2009 05:43
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%
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