Articles with "parsimony models" as a keyword



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Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection

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Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.05.136

Abstract: Abstract This article presents a hybrid methodology that combines Bayesian optimization (BO) with a constrained version of the GA-PARSIMONY method to obtain parsimony models. The proposal is designed to reduce the sizeable computational effort associated… read more here.

Keywords: parsimony models; hybrid methodology; methodology; bayesian optimization ... See more keywords