Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method
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DOI: 10.1007/s11063-017-9586-6
Abstract: In this paper a novel hybrid ensemble method aiming at the improvement of models accuracy in regression tasks is presented. The basic idea of the approach is the creation of an ensemble learner composed by… read more here.
Keywords: reliability estimated; ensemble method; hybrid ensemble; learners reliability ... See more keywords
Formation of „koon” systems reliability estimated with analytical and simulation calculation methods
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DOI: 10.1515/jok-2017-0028
Abstract: Abstract The methods of reliability estimation applied in order to verify the reliability level of koon systems consisting of renewable objects are presented in the paper. Application of the selected methods allows one to quickly… read more here.
Keywords: reliability estimated; koon systems; formation koon; systems reliability ... See more keywords