298 search results - page 7 / 60 » Subspace Clustering of High Dimensional Data |
160
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VLDB
2007
ACM
15 years 10 months ago
2007
ACM
Abstract The notorious "dimensionality curse" is a wellknown phenomenon for any multi-dimensional indexes attempting to scale up to high dimensions. One well-known approa...
135
Voted
SIGMOD
2002
ACM
15 years 10 months ago
2002
ACM
With the increased abilities for automated data collection made possible by modern technology, the typical sizes of data collections have continued to grow in recent years. In suc...
PAKDD
2009
ACM
15 years 5 months ago
2009
ACM
103
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SSDBM
2006
IEEE
15 years 4 months ago
2006
IEEE
The detection of correlations between different features in high dimensional data sets is a very important data mining task. These correlations can be arbitrarily complex: One or...
83
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SODA
2010
ACM
15 years 7 months ago
2010
ACM
We consider the problem of approximating a set P of n points in Rd by a j-dimensional subspace under the p measure, in which we wish to minimize the sum of p distances from each p...