7690 search results - page 344 / 1538 » Clustering Data Streams |
149
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ECSQARU
2005
Springer
16 years 9 days ago
2005
Springer
Categorization with a very high missing data rate is seldom studied, especially from a non-probabilistic point of view. This paper proposes a new algorithm called default clusterin...
140
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PAMI
1998
15 years 6 months ago
1998
—Algorithmic enhancements are described that enable large computational reduction in mean square-error data clustering. These improvements are incorporated into a parallel data-c...
232
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SDM
2004
SIAM
15 years 8 months ago
2004
SIAM
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene e...
226
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JCB
2002
15 years 6 months ago
2002
There are many algorithms to cluster sample data points based on nearness or a similarity measure. Often the implication is that points in different clusters come from different u...
167
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INFOVIS
1998
IEEE
15 years 11 months ago
1998
IEEE
The order and arrangement of dimensions (variates) is crucial for the effectiveness of a large number of visualization techniques such as parallel coordinates, scatterplots, recur...