Show simple item record

dc.contributor.authorBueno Crespo, Andrés 
dc.contributor.authorSancho Gómez, José Luis 
dc.date.accessioned2009-02-18T11:27:15Z
dc.date.available2009-02-18T11:27:15Z
dc.date.issued2005-09
dc.identifier.citationBUENO CRESPO, Andrés, SANCHO GÓMEZ, José Luis. Aprendizaje multitarea en problemas con un número reducido de datos. En: Simposium Nacional de la Unión Científica Internacional de Radio (20º: 2005: Gandia). XX Simposium Nacional de URSI 2005. URSI 05, Gandia del 14-16 de Septiembre, 2005. Valencia: Universidad Politécnica de Valencia, 2005.es
dc.description.abstractMultiTask Learning (MTL) is a procedure to train a neural network to learn several related tasks simultaneously considering one of them as main task and the others as secondary tasks. In this paper, we have tested a method to obtain artificially tasks which are related with the main one, because in many real cases, knowledge about problem to be solved is uncertain. We use sample selection techniques to generate related tasks with the main one, in particular, samples close the classification boundary. Moreover, a new procedure to train MultiLayer Perceptrons with generated tasks is described.es
dc.description.sponsorshipEste trabajo está subvencionado por el Ministerio de Educación y Ciencia, otorgado por TIC2002-03033.es
dc.formatapplication/pdf
dc.language.isospaes
dc.publisherUniversidad Politécnica de Valenciaes
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.titleAprendizaje multitarea en problemas con un número reducido de datoses
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.subjectAprendizaje multitareaes
dc.subjectRed Neuronal Artificial (RNA)es
dc.subjectTarea artificiales
dc.subjectEdición de datoses
dc.subjectLearning multitasking
dc.subjectArtificial neural networks
dc.subjectArtificial task
dc.subjectData editing
dc.subject.otherTeoría de la Señal y las Comunicacioneses
dc.identifier.urihttp://hdl.handle.net/10317/706


Files in this item

This item appears in the following Collection(s)

Show simple item record

Atribución-NoComercial-SinDerivadas 3.0 España
Except where otherwise noted, this item's license is described as Atribución-NoComercial-SinDerivadas 3.0 España