504 search results - page 55 / 101 » PCS: An Efficient Clustering Method for High-Dimensional Dat... |
128
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TKDE
2012
13 years 2 months ago
2012
—The pairwise constraints specifying whether a pair of samples should be grouped together or not have been successfully incorporated into the conventional clustering methods such...
116
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BMCBI
2006
14 years 12 months ago
2006
Background: In class prediction problems using microarray data, gene selection is essential to improve the prediction accuracy and to identify potential marker genes for a disease...
HCI
2007
15 years 1 months ago
2007
Efficient and effective analysis of large datasets from microarray gene expression data is one of the keys to time-critical personalized medicine. The issue we address here is the ...
100
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IPPS
2000
IEEE
15 years 4 months ago
2000
IEEE
This paper describes the design and implementation on MIMD parallel machines of P-AutoClass, a parallel version of the AutoClass system based upon the Bayesian method for determini...
117
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GIS
2002
ACM
14 years 11 months ago
2002
ACM
Clustering is one of the most important tasks for geographic knowledge discovery. However, existing clustering methods have two severe drawbacks for this purpose. First, spatial c...