8776 search results - page 421 / 1756 » Robust Data Clustering |
233
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SSPR
2010
Springer
15 years 5 months ago
2010
Springer
Mixture models have been widely used for data clustering. However, commonly used mixture models are generally of a parametric form (e.g., mixture of Gaussian distributions or GMM),...
174
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ICPR
2008
IEEE
16 years 1 months ago
2008
IEEE
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
153
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INCDM
2007
Springer
16 years 26 days ago
2007
Springer
For difficult prediction problems, practitioners often segment the data into relatively homogenous groups and then build a model for each group. This two-step procedure usually res...
167
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CLUSTER
2002
IEEE
15 years 11 months ago
2002
IEEE
High speed bulk data transfer is an important part of many data-intensive scientific applications. This paper describes an aggressive bulk data transfer scheme, called Reliable Bl...
209
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AUSDM
2008
Springer
15 years 8 months ago
2008
Springer
The exceptional growth of graphics hardware in programmability and data processing speed in the past few years has fuelled extensive research in using it for general purpose compu...