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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| Format: | Online |
| Sprache: | Englisch |
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KIT Scientific Publishing
2021
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| Online-Zugang: | 35012 |
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| _version_ | 1863749541396742144 |
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| author | Franke, Markus |
| author_browse | Franke, Markus |
| author_facet | Franke, Markus |
| author_sort | Franke, Markus |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-61721 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-617212023-12-20T15:54:23Z An Update Algorithm for Restricted Random Walk Clusters Franke, Markus 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 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. 2021-02-12T07:09:47Z 2021-02-12T07:09:47Z 2019-07-30 20:02:00 2007 book 35012 9783866441835 https://directory.doabooks.org/handle/20.500.12854/61721 eng image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://www.ksp.kit.edu/9783866441835 KIT Scientific Publishing 10.5445/KSP/1000007179 10.5445/KSP/1000007179 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783866441835 II, 152 p. open access |
| spellingShingle | 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 Franke, Markus An Update Algorithm for Restricted Random Walk Clusters |
| title | An Update Algorithm for Restricted Random Walk Clusters |
| title_full | An Update Algorithm for Restricted Random Walk Clusters |
| title_fullStr | An Update Algorithm for Restricted Random Walk Clusters |
| title_full_unstemmed | An Update Algorithm for Restricted Random Walk Clusters |
| title_short | An Update Algorithm for Restricted Random Walk Clusters |
| title_sort | update algorithm for restricted random walk clusters |
| topic | 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 |
| topic_facet | 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 |
| url | 35012 |
| work_keys_str_mv | AT frankemarkus anupdatealgorithmforrestrictedrandomwalkclusters AT frankemarkus updatealgorithmforrestrictedrandomwalkclusters |