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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 rene...

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Bibliographic Details
Main Author: Franke, Markus (auth)
Format: Electronic Book Chapter
Language:English
Published: KIT Scientific Publishing 2007
Subjects:
Klassifikation
Cluster <Datenanalyse>
Dynamische Datenanalyse
dynamic clustering
dynamisches Clustering
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Online Access:DOAB: download the publication
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Summary: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.
Physical Description:1 electronic resource (II, 152 p. p.)
ISBN:KSP/1000007179
9783866441835
Access:Open Access

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