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Visualising the Cluster Structure of Data Streams
Published on Oct 08, 20078962 Views
The increasing availability of streaming data is a consequence of the continuing advancement of data acquisition technology. Such data provides new challenges to the various data analysis communitie
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Chapter list
Visualising the Cluster Structure of Data Streams00:00
Evolving Data Streams pt 100:14
Evolving Data Streams pt 200:48
Evolving Data Streams pt 301:37
Clustering and Density Estimation pt 102:06
Density Estimation02:31
Clustering and Density Estimation pt 202:56
Density Based Clustering Examining Neighbours pt 103:34
The Micro-Clustering Framework04:53
The DenStream Algorithm05:47
Density Based Clustering Examining Neighbours pt 207:42
Visualizing Clusters in Static Datasets07:57
Stream Cluster Visualization09:40
Stream Cluster Visualization: StreamOptics10:24
StreamOptics: Spawning Clusters11:10
StreamOptics: Disappearing Clusters12:23
StreamOptics: The Forest CoverType Data Set pt 113:09
StreamOptics: The Forest CoverType Data Set pt 213:57
Concluding Remarks14:25