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ADMA
2010
Springer

Best Clustering Configuration Metrics: Towards Multiagent Based Clustering

9 years 8 months ago
Best Clustering Configuration Metrics: Towards Multiagent Based Clustering
Multi-Agent Clustering (MAC) requires a mechanism for identifying the most appropriate cluster configuration. This paper reports on experiments conducted with respect to a number of validation metrics to identify the most effective metric with respect to this context. This paper also describes a process whereby such metrics can be used to determine the optimum parameters typically required by clustering algorithms, and a process for incorporating this into a MAC framework to generate best cluster configurations with minimum input from end users.
Santhana Chaimontree, Katie Atkinson, Frans Coenen
Added 10 Feb 2011
Updated 10 Feb 2011
Type Journal
Year 2010
Where ADMA
Authors Santhana Chaimontree, Katie Atkinson, Frans Coenen
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