ListarEstadística e Investigación Operativa por materia "Data mining"
Mostrando ítems 1-5 de 5
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Artículo
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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Functional-bandwidth kernel for Support Vector Machine with Functional Data_An alternating optimization algorithm
(ELSEVIER SCIENCE BV, 2018-11-24)Functional Data Analysis (FDA) is devoted to the study of data which are functions. Support Vector Ma- chine (SVM) is a ...
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Sparsity in optimal randomized classification trees
(ELSEVIER SCIENCE BV, 2019-12-16)Decision trees are popular Classification and Regression tools and, when small-sized, easy to interpret. Traditionally, a ...
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Supervised classification and mathematical optimization
(Elsevier, 2013-01)Data Mining techniques often ask for the resolution of optimization problems. Supervised Classification, and, in particular, ...
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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 ...