An Update Algorithm for Restricted Random Walk Clusters
Abstract
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.
Keywords
Klassifikation; Cluster <Datenanalyse>; Dynamische Datenanalyse; dynamic clustering; dynamisches Clustering; EmpfehlungssystemISBN
9783866441835Publisher
KIT Scientific PublishingPublisher website
http://www.ksp.kit.edu/Publication date and place
2007Classification
Business strategy