3934 search results - page 166 / 787 » A monothetic clustering method |
108
Voted
NN
2006
Springer
15 years 22 days ago
2006
Springer
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
93
Voted
DKE
2006
15 years 25 days ago
2006
Density biased sampling (DBS) has been proposed to address the limitations of Uniform sampling, by producing the desired probability distribution in the sample. The ease of produc...
106
Voted
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
If there are more clusters than the ideal, each intrinsic cluster will be split into several subsets. Theoretically, this split can be arbitrary and neighboring data points have a ...
108
Voted
SDM
2008
SIAM
15 years 2 months ago
2008
SIAM
Most clustering algorithms produce a single clustering for a given data set even when the data can be clustered naturally in multiple ways. In this paper, we address the difficult...
131
Voted
BMCBI
2007
15 years 24 days ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...