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Visualizing temporal cluster changes using Relative Density Self-Organizing Maps

Denny, Denny; Williams, Graham J.; Christen, Peter

Description

We introduce a Self-Organizing Map (SOM)-based visualization method that compares cluster structures in temporal datasets using Relative Density SOM (ReDSOM) visualization. ReDSOM visualizations combined with distance matrix-based visualizations and cluster color linking, is capable of visually identifying emerging clusters, disappearing clusters, split clusters, merged clusters, enlarging clusters, contracting clusters, the shifting of cluster centroids, and changes in cluster density. As an...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Journal article
URI: http://hdl.handle.net/1885/53214
Source: Knowledge and Information Systems
DOI: 10.1007/s10115-009-0264-5

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