Adaptive decision making systems

Given a population of classifiers, we consider the problem of designing highly compact and error adaptive decision making systems. A selection approach based on misclassification diversity and potential cooperation among classifiers is proposed. The compactness constraint allows us the efficient imp...

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Detalles Bibliográficos
Autores principales: Bulacio, Pilar, Magdalena, Luis, Tapia, Elizabeth
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2005
Materias:
Ciencias Informáticas
scalability
multiclassifier system
fuzzy integral
Logic Programming
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/22982
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-22982
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
scalability
multiclassifier system
fuzzy integral
Logic Programming
spellingShingle Ciencias Informáticas
scalability
multiclassifier system
fuzzy integral
Logic Programming
Bulacio, Pilar
Magdalena, Luis
Tapia, Elizabeth
Adaptive decision making systems
topic_facet Ciencias Informáticas
scalability
multiclassifier system
fuzzy integral
Logic Programming
description Given a population of classifiers, we consider the problem of designing highly compact and error adaptive decision making systems. A selection approach based on misclassification diversity and potential cooperation among classifiers is proposed. The compactness constraint allows us the efficient implementation of fuzzy integral combination rules regarding both the interpretability of fuzzy measures and low complexity of fuzzy integral operator. Experimental results show the feasibility of our approach.
format Objeto de conferencia
Objeto de conferencia
author Bulacio, Pilar
Magdalena, Luis
Tapia, Elizabeth
author_facet Bulacio, Pilar
Magdalena, Luis
Tapia, Elizabeth
author_sort Bulacio, Pilar
title Adaptive decision making systems
title_short Adaptive decision making systems
title_full Adaptive decision making systems
title_fullStr Adaptive decision making systems
title_full_unstemmed Adaptive decision making systems
title_sort adaptive decision making systems
publishDate 2005
url http://sedici.unlp.edu.ar/handle/10915/22982
work_keys_str_mv AT bulaciopilar adaptivedecisionmakingsystems
AT magdalenaluis adaptivedecisionmakingsystems
AT tapiaelizabeth adaptivedecisionmakingsystems
bdutipo_str Repositorios
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