Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method

23 Jan 2020Paulo RochaDiego PinheiroMartin CadeirasCarmelo Bastos-Filho

Clustering analysis has become a ubiquitous information retrieval tool in a wide range of domains, but a more automatic framework is still lacking. Though internal metrics are the key players towards a successful retrieval of clusters, their effectiveness on real-world datasets remains not fully understood, mainly because of their unrealistic assumptions underlying datasets... (read more)

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