12836 search results - page 88 / 2568 » Generalization Methods in Bioinformatics |
108
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BIOINFORMATICS
2005
15 years 3 months ago
2005
Inner holes, artifacts and blank spots are common in microarray images, but current image analysis methods do not pay them enough attention. We propose a new robust model-based me...
124
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JCNS
2010
14 years 10 months ago
2010
A number of important data analysis problems in neuroscience can be solved using state-space models. In this article, we describe fast methods for computing the exact maximum a pos...
137
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COLT
2005
Springer
15 years 8 months ago
2005
Springer
We present two new methods for obtaining generalization error bounds in a semi-supervised setting. Both methods are based on approximating the disagreement probability of pairs of ...
128
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CIMAGING
2008
15 years 4 months ago
2008
The Non-Local Means (NLM) method of denoising has received considerable attention in the image processing community due to its performance, despite its simplicity. In this paper, ...
133
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BIOINFORMATICS
2005
15 years 3 months ago
2005
Motivation. Spotted arrays are often printed with probes in duplicate or triplicate, but current methods for assessing differential expression are not able to make full use of the...