3395 search results - page 18 / 679 » A Statistical Clustering Model and Algorithm |
114
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BMCBI
2005
15 years 1 months ago
2005
Background: The most common method of identifying groups of functionally related genes in microarray data is to apply a clustering algorithm. However, it is impossible to determin...
130
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TKDE
2008
15 years 1 months ago
2008
Abstract-- Feature selection is an important method for improving the efficiency and accuracy of text categorization algorithms by removing redundant and irrelevant terms from the ...
124
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DATAMINE
2006
15 years 1 months ago
2006
Motivated by the poor performance (linear complexity) of the EM algorithm in clustering large data sets, and inspired by the successful accelerated versions of related algorithms l...
129
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ECCV
2000
Springer
16 years 3 months ago
2000
Springer
We present a method to learn object class models from unlabeled and unsegmented cluttered scenes for the purpose of visual object recognition. We focus on a particular type of mode...
116
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CSE
2009
IEEE
15 years 6 months ago
2009
IEEE
—We apply a simple clustering algorithm to a large dataset of cellular telecommunication records, reducing the complexity of mobile phone users’ full trajectories and allowing ...