69 search results - page 7 / 14 » Drift-Aware Ensemble Regression |
172
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LION
2010
Springer
15 years 10 months ago
2010
Springer
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
IJCNN
2006
IEEE
15 years 11 months ago
2006
IEEE
170
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EUROGP
2010
Springer
15 years 11 months ago
2010
Springer
We describe a data mining framework that derives panelist information from sparse flavour survey data. One component of the framework executes genetic programming ensemble based s...
180
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MCS
2007
Springer
15 years 12 months ago
2007
Springer
Abstract. A new optimization technique is proposed for classifiers fusion — Cooperative Coevolutionary Ensemble Learning (CCEL). It is based on a specific multipopulational evo...
111
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IDA
2007
Springer
15 years 12 months ago
2007
Springer
In this paper, we present two ensemble learning algorithms which make use of boostrapping and out-of-bag estimation in an attempt to inherit the robustness of bagging to overfitti...