2010 search results - page 114 / 402 » Feature Subset Selection Using a Genetic Algorithm |
118
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IPMU
2010
Springer
15 years 17 days ago
2010
Springer
Abstract. In this paper we introduce a new approach to automatic attribute and granularity selection for building optimum regression trees. The method is based on the minimum descr...
136
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We introduce a framework for filtering features that employs the Hilbert-Schmidt Independence Criterion (HSIC) as a measure of dependence between the features and the labels. The ...
169
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AUSAI
2007
Springer
15 years 6 months ago
2007
Springer
Building classification models plays an important role in DNA mircroarray data analyses. An essential feature of DNA microarray data sets is that the number of input variables (gen...
134
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ICIP
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper introduces a level set methodology for the precise boundary localization of image objects within an indicated region, designed to be particularly robust against weak or...
141
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JMM2
2008
15 years 2 months ago
2008
As computer and database technologies advance rapidly, biologists all over the world can share biologically meaningful data from images of specimens and use the data to classify th...