571 search results - page 54 / 115 » Testing homogeneity of a large data set by bootstrapping |
114
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BMCBI
2010
14 years 12 months ago
2010
Background: Gene expression data can be analyzed by summarizing groups of individual gene expression profiles based on GO annotation information. The mean expression profile per g...
BMCBI
2008
2008
Relating gene expression data on two-component systems to functional annotations in Escherichia coli
14 years 12 months ago
Background: Obtaining physiological insights from microarray experiments requires computational techniques that relate gene expression data to functional information. Traditionall...
112
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KDD
2000
ACM
15 years 3 months ago
2000
ACM
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
ATS
2009
IEEE
15 years 6 months ago
2009
IEEE
SAT-based automatic test pattern generation has several advantages compared to conventional structural procedures, yet often yields too large test sets. We present a dynamic compa...
100
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KDD
2000
ACM
15 years 3 months ago
2000
ACM
The problem of extracting a minimal number of data points from a large dataset, in order to generate a support vector machine (SVM) classifier, is formulated as a concave minimiza...