1420 search results - page 117 / 284 » Cluster Ensemble Selection |
106
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BMCBI
2008
15 years 26 days ago
2008
Background: Hierarchical clustering is a widely applied tool in the analysis of microarray gene expression data. The assessment of cluster stability is a major challenge in cluste...
104
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BMCBI
2007
15 years 26 days ago
2007
Background: The availability of microarrays measuring thousands of genes simultaneously across hundreds of biological conditions represents an opportunity to understand both indiv...
134
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CSDA
2007
15 years 22 days ago
2007
Model-based clustering exploits finite mixture models for detecting group in a data set. It provides a sound statistical framework which can address some important issues, such as...
86
Voted
PR
2007
15 years 7 days ago
2007
Classical clustering algorithms are based on the concept that a cluster center is a single point. Clusters which are not compact around a single point are not candidates for class...
118
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ICDAR
2009
IEEE
15 years 7 months ago
2009
IEEE
The problem of determining the appropriate number of components is important in finite mixture modeling for pattern classification. This paper considers the application of an unsu...