Browsing Estadística e Investigación Operativa by Subject "Classification"
Now showing items 1-5 of 5
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Article
Alternating local search based VNS for linear classification
(Springer, 2010-02)We consider the linear classification method consisting of separating two sets of points in d-space by a hyperplane. We ...
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Article
Cost-sensitive feature selection for support vector machines
(Elsevier, 2018-03)Feature Selection (FS) is a crucial procedure in Data Science tasks such as Classification, since it identifies the ...
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Article
Forecasting ozone threshold exceedances in urban background areas using supervised classification and easy-access information
(Elsevier, 2018)Classification models to forecast exceedance of the ozone (O3) threshold established by European legislation are rare in ...
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Robust optimal classification trees under noisy labels
(Springer, 2021-10-05)In this paper we propose a novel methodology to construct Optimal Classification Trees that takes into account that noisy ...
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Article
Two-group classification via a biobjective margin maximization model
(ELSEVIER SCIENCE BV, 2006-09-16)In this paper we propose a biobjective model for two-group classification via margin maximization, in which the margins ...