871 search results - page 52 / 175 » Selection of Classifiers Based on Multiple Classifier Behavi... |
120
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ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
Most works based on diversity suggest that there exists only weak correlation between diversity and ensemble accuracy. We show that by combining the diversities with the classifica...
164
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ACCV
2006
Springer
15 years 5 months ago
2006
Springer
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...
136
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
122
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BMCBI
2007
15 years 3 months ago
2007
Background: A microarray study may select different differentially expressed gene sets because of different selection criteria. For example, the fold-change and p-value are two co...
111
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CVPR
2005
IEEE
16 years 5 months ago
2005
IEEE
A new class of kernels for object recognition based on local image feature representations are introduced in this paper. These kernels satisfy the Mercer condition and incorporate...