1950 search results - page 131 / 390 » Informative sampling for large unbalanced data sets |
135
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BMCBI
2006
15 years 3 months ago
2006
Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
128
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IROS
2009
IEEE
15 years 10 months ago
2009
IEEE
Abstract— This paper presents a novel method for sensorbased exploration of unknown environments by a general robotic system equipped with multiple sensors. The method is based o...
120
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BMCBI
2007
15 years 3 months ago
2007
Background: Biological information is commonly used to cluster or classify entities of interest such as genes, conditions, species or samples. However, different sources of data c...
141
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BMCBI
2006
15 years 3 months ago
2006
Background: Many statistical algorithms combine microarray expression data and genome sequence data to identify transcription factor binding motifs in the low eukaryotic genomes. ...
134
Voted
BMCBI
2006
15 years 3 months ago
2006
Background: Raw data normalization is a critical step in microarray data analysis because it directly affects data interpretation. Most of the normalization methods currently used...