969 search results - page 37 / 194 » Expectation-MiniMax Approach to Clustering Analysis |
108
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IJDMB
2008
15 years 1 months ago
2008
: We propose an approach for quantifying the biological relatedness between gene products, based on their properties, and measure their similarities using exclusively statistical N...
105
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NIPS
2003
15 years 3 months ago
2003
A novel approach to combining clustering and feature selection is presented. It implements a wrapper strategy for feature selection, in the sense that the features are directly se...
134
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PAMI
2008
15 years 1 months ago
2008
We present a novel probabilistic latent variable model to perform linear dimensionality reduction on data sets which contain clusters. We prove that the maximum likelihood solution...
105
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BMCBI
2007
15 years 2 months ago
2007
Background: Clustering is an important analysis performed on microarray gene expression data since it groups genes which have similar expression patterns and enables the explorati...
111
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ISBI
2008
IEEE
16 years 2 months ago
2008
IEEE
Most clustering algorithms in fMRI analysis implicitly require some nontrivial assumption on data structure. Due to arbitrary distribution of fMRI time series in the temporal doma...