Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study

Detalhes bibliográficos
Autor(a) principal: Pistori, Hemerson
Data de Publicação: 2006
Outros Autores: Neto, João José, Pereira, Mauro Conti
Tipo de documento: Artigo
Idioma: eng
Título da fonte: INFOCOMP: Jornal de Ciência da Computação
Texto Completo: https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120
Resumo: This paper introduces the adaptive non-deterministic decision tree, a formal device derived from adaptive device theory. ANDD-tree is a new framework for the development of supervised learning techniques. The general formulation of this framework, a case study and some experimental results are also presented.
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spelling Adaptive Non-Deterministic Decision Trees: General Formulation and Case StudyRule-driven Adaptive DevicesMachine LearningDecision TreesThis paper introduces the adaptive non-deterministic decision tree, a formal device derived from adaptive device theory. ANDD-tree is a new framework for the development of supervised learning techniques. The general formulation of this framework, a case study and some experimental results are also presented.Editora da UFLA2006-03-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120INFOCOMP Journal of Computer Science; Vol. 5 No. 1 (2006): March, 2006; 35-401982-33631807-4545reponame:INFOCOMP: Jornal de Ciência da Computaçãoinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120/105Copyright (c) 2016 INFOCOMP Journal of Computer Scienceinfo:eu-repo/semantics/openAccessPistori, HemersonNeto, João JoséPereira, Mauro Conti2015-06-25T23:05:43Zoai:infocomp.dcc.ufla.br:article/120Revistahttps://infocomp.dcc.ufla.br/index.php/infocompPUBhttps://infocomp.dcc.ufla.br/index.php/infocomp/oaiinfocomp@dcc.ufla.br||apfreire@dcc.ufla.br1982-33631807-4545opendoar:2024-05-21T19:54:18.489663INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
title Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
spellingShingle Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
Pistori, Hemerson
Rule-driven Adaptive Devices
Machine Learning
Decision Trees
title_short Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
title_full Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
title_fullStr Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
title_full_unstemmed Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
title_sort Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
author Pistori, Hemerson
author_facet Pistori, Hemerson
Neto, João José
Pereira, Mauro Conti
author_role author
author2 Neto, João José
Pereira, Mauro Conti
author2_role author
author
dc.contributor.author.fl_str_mv Pistori, Hemerson
Neto, João José
Pereira, Mauro Conti
dc.subject.por.fl_str_mv Rule-driven Adaptive Devices
Machine Learning
Decision Trees
topic Rule-driven Adaptive Devices
Machine Learning
Decision Trees
description This paper introduces the adaptive non-deterministic decision tree, a formal device derived from adaptive device theory. ANDD-tree is a new framework for the development of supervised learning techniques. The general formulation of this framework, a case study and some experimental results are also presented.
publishDate 2006
dc.date.none.fl_str_mv 2006-03-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120
url https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/120/105
dc.rights.driver.fl_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora da UFLA
publisher.none.fl_str_mv Editora da UFLA
dc.source.none.fl_str_mv INFOCOMP Journal of Computer Science; Vol. 5 No. 1 (2006): March, 2006; 35-40
1982-3363
1807-4545
reponame:INFOCOMP: Jornal de Ciência da Computação
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str INFOCOMP: Jornal de Ciência da Computação
collection INFOCOMP: Jornal de Ciência da Computação
repository.name.fl_str_mv INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv infocomp@dcc.ufla.br||apfreire@dcc.ufla.br
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