936 search results - page 26 / 188 » Experimental Comparison of Feature Subset Selection Methods |
111
Voted
ICDAR
2009
IEEE
15 years 9 months ago
2009
IEEE
This paper presents a generic features selection method and its applications on some document analysis problems. The method is based on a genetic algorithm (GA), whose tness funct...
128
Voted
DEXAW
2010
IEEE
14 years 11 months ago
2010
IEEE
In the blogosphere, the amount of digital content is expanding and for search engines, new challenges have been imposed. Due to the changing information need, automatic methods are...
117
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CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
In computer vision, the bag-of-visual words image representation has been shown to yield good results. Recent work has shown that modeling the spatial relationship between visual ...
149
Voted
JMLR
2010
14 years 9 months ago
2010
Identifying a subset of features that preserves classification accuracy is a problem of growing importance, because of the increasing size and dimensionality of real-world data se...
123
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
Feature selection, as a preprocessing step to machine learning, has been effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and improvin...