5880 search results - page 331 / 1176 » Data Clustering: A Review |
174
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INFOVIS
2005
IEEE
16 years 11 days ago
2005
IEEE
In order to gain insight into multivariate data, complex structures must be analysed and understood. Parallel coordinates is an excellent tool for visualizing this type of data bu...
210
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BMCBI
2005
15 years 6 months ago
2005
Background: The continuous flow of EST data remains one of the richest sources for discoveries in modern biology. The first step in EST data mining is usually associated with EST ...
234
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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),...
175
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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...
156
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INCDM
2007
Springer
16 years 28 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...