871 search results - page 86 / 175 » Selection of Classifiers Based on Multiple Classifier Behavi... |
146
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BMCBI
2011
14 years 10 months ago
2011
Background: Multiclass classification of microarray data samples with a reduced number of genes is a rich and challenging problem in Bioinformatics research. The problem gets hard...
110
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ICPR
2010
IEEE
15 years 1 months ago
2010
IEEE
Unlike most previous manifold-based data classification algorithms assume that all the data points are on a single manifold, we expect that data from different classes may reside ...
149
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MCS
2005
Springer
15 years 8 months ago
2005
Springer
This paper describes a unified approach, based on Gaussian Processes, for achieving sensor fusion under the problematic conditions of missing channels and noisy labels. Under the ...
139
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GECCO
2005
Springer
15 years 8 months ago
2005
Springer
This paper presents a novel approach of applying both positive selection and negative selection to supervised learning for anomaly detection. It first learns the patterns of the n...
135
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BIBM
2009
IEEE
15 years 10 months ago
2009
IEEE
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...