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An Update Algorithm for Restricted Random Walk Clusters

This book presents the dynamic extension of the Restricted Random Walk Cluster Algorithm by Schöll and Schöll-Paschinger. The dynamic variant allows to quickly integrate changes in the underlying object set or the similarity matrix into the clusters; the results are indistinguishable from the renewe...

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Salvato in:
Autore principale: Franke, Markus
Natura: Online
Lingua:inglese
Pubblicazione: KIT Scientific Publishing 2021
Soggetti:
HF5001-6182
Klassifikation
Cluster <Datenanalyse>
Dynamische Datenanalyse
dynamic clustering
dynamisches Clustering
Empfehlungssystem
bic Book Industry Communication::K Economics, finance, business & management::KJ Business & management::KJC Business strategy
Accesso online:35012
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Riassunto:This book presents the dynamic extension of the Restricted Random Walk Cluster Algorithm by Schöll and Schöll-Paschinger. The dynamic variant allows to quickly integrate changes in the underlying object set or the similarity matrix into the clusters; the results are indistinguishable from the renewed execution of the original algorithm on the updated data set.

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