582 search results - page 3 / 117 » On the use of rule-sharing in learning classifier system ens... |
210
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IEEECIT
2007
IEEE
16 years 28 days ago
2007
IEEE
In machine learning, ensemble classifiers have been introduced for more accurate pattern classification than single classifiers. We propose a new ensemble learning method that emp...
193
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TKDE
2008
15 years 6 months ago
2008
UCS is a supervised learning classifier system that was introduced in 2003 for classification in data mining tasks. The representation of a rule in UCS as a univariate classificati...
186
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ICMLC
2010
Springer
15 years 4 months ago
2010
Springer
: Bagging (Bootstrap Aggregating) has been proved to be a useful, effective and simple ensemble learning methodology. In generic bagging methods, all the classifiers which are trai...
174
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PCM
2007
Springer
16 years 22 days ago
2007
Springer
A novel method for creating diverse ensembles of image classifiers is proposed. The idea is that, for each base image classifier in the ensemble, a random image transformation is g...