12836 search results - page 27 / 2568 » Generalization Methods in Bioinformatics |
125
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BIOINFORMATICS
2010
15 years 1 months ago
2010
Summary: High-throughput RNA sequencing (RNA-seq) is rapidly emerging as a major quantitative transcriptome profiling platform. Here we present DEGseq, an R package to identify di...
145
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CORR
2011
Springer
14 years 9 months ago
2011
Springer
Hybrid learning methods use theoretical knowledge of a domain and a set of classified examples to develop a method for classification. Methods that use domain knowledge have been ...
101
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BIOINFORMATICS
2005
15 years 2 months ago
2005
In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future obser...
106
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CSB
2005
IEEE
15 years 8 months ago
2005
IEEE
With hierarchical clustering methods, divisions or fusions, once made, are irrevocable. As a result, when two elements in a bottom-up algorithm are assigned to one cluster, they c...
117
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CSB
2002
IEEE
15 years 7 months ago
2002
IEEE
We propose a new statistical method for constructing a genetic network from microarray gene expression data by using a Bayesian network. An essential point of Bayesian network con...