Examinando por Autor "Lis Gutiérrez, Jenny Paola;"
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- ÍtemUso del sistema de propiedad industrial en Colombia (2018): una aplicación de machine learning(Fundación Universitaria Los Libertadores. Sede Bogotá., ) Lis Gutiérrez, Jenny Paola;; Francisco Romero, Manuel; Gallego Torres, Adriana PatriciaThis article aims to describe and predict spatial distribution at the level Departmental in Colombia, of the use of the intellectual property system from information on applications and concessions of industrial property (signs badges and new creations) and copyright registrations in 2018. To In the first case, an unsupervised learning model was used, analyzing the spatial autocorrelation up to order 7, and a hierarchical conglomerate model space in order to identify groups of departments with respect to their innovation behavior, records as proxy records and concessions of the different property protection mechanisms intellectual, for every 10,000 inhabitants. For the second case, there are several supervised learning algorithms