1526 search results - page 220 / 306 » Classification of microarray data using gene networks |
101
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ICANN
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. The literature suggests that an ensemble of classifiers outperforms a single classifier across a range of classification problems. This paper investigates the applicat...
120
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KDD
2002
ACM
16 years 3 months ago
2002
ACM
An adaptive semi-supervised ensemble method, ASSEMBLE, is proposed that constructs classification ensembles based on both labeled and unlabeled data. ASSEMBLE alternates between a...
113
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ISNN
2004
Springer
15 years 8 months ago
2004
Springer
This paper proposes a novel clustering analysis algorithm based on principal component analysis (PCA) and self-organizing maps (SOMs) for clustering the gene expression patterns. T...
143
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DILS
2009
Springer
15 years 9 months ago
2009
Springer
Probabilistic functional integrated networks are powerful tools with which to draw inferences from high-throughput data. However, network analyses are generally not tailored to spe...
135
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BMCBI
2004
15 years 3 months ago
2004
Background: Very often genome-wide data analysis requires the interoperation of multiple databases and analytic tools. A large number of genome databases and bioinformatics applic...