8776 search results - page 264 / 1756 » Robust Data Clustering |
190
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WISE
2002
Springer
15 years 11 months ago
2002
Springer
In this paper, we introduce a novel framework for clustering web data which is often heterogeneous in nature. As most existing methods often integrate heterogeneous data into a un...
178
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ERCIMDL
2009
Springer
16 years 1 months ago
2009
Springer
So far little attention has been paid to file format robustness, i.e., a file formats capability for keeping its information as safe as possible in spite of data corruption. The pa...
175
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COLT
2010
Springer
15 years 4 months ago
2010
Springer
We consider the dimensionality-reduction problem (finding a subspace approximation of observed data) for contaminated data in the high dimensional regime, where the number of obse...
144
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DATAMINE
2007
15 years 6 months ago
2007
Recent work has looked at extending clustering algorithms with instance level must-link (ML) and cannot-link (CL) background information. Our work introduces δ and ǫ cluster lev...
169
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CGO
2006
IEEE
16 years 16 days ago
2006
IEEE
Multicluster architectures overcome the scaling problem of centralized resources by distributing the datapath, register file, and memory subsystem across multiple clusters connec...