Listar Artículos de revista DAC - AKS Aldizkari artikuluak por título
Mostrando ítems 9-28 de 81
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A compact evolutionary interval-valued fuzzy rule-based classification system for the modeling and prediction of real-world financial applications with imbalanced data
Sanz Delgado, José Antonio
; Bernardo, Darío; Herrera, Francisco; Bustince Sola, Humberto ; Hagras, Hani (IEEE, 2014)
Artículo / Artikulua 
The current financial crisis has stressed the need of obtaining more accurate prediction models in order to decrease the risk when investing money on economic opportunities. In addition, the transparency of the process ... -
Concept lattices associated with interval-valued L-fuzzy contexts
Burusco Juandeaburre, Ana ; Fuentes González, Ramón (Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 1995)
Artículo / Artikulua
In 1882 Wille published the paper titled Restructuring lattice theory: an approach based on hierarchies of concepts, where he developed a new theory called formal concept theory. In that paper he analyzes 0/1 relations ... -
Consensus image method for unknown noise removal
González Jaime, Luis; Kerre, Etienne E.; Nachtegael, Mike; Bustince Sola, Humberto (Elsevier, 2014)
Artículo / Artikulua
Noise removal has been, and it is nowadays, an important task in computer vision. Usually, it is a previous task preceding other tasks, as segmentation or reconstruction. However, for most existing denoising algorithms the ... -
Construction of admissible linear orders for interval-valued Atanassov intuitionistic fuzzy sets with an application to decision making
Miguel Turullols, Laura de ; Bustince Sola, Humberto ; Fernández Fernández, Francisco Javier ; Induráin Eraso, Esteban ; Kolesárová, Anna; Mesiar, Radko (Elsevier, 2015)
Artículo / Artikulua
In this work we introduce a method for constructing linear orders between pairs of intervals by using aggregation functions. We adapt this method to the case of interval-valued Atanassov intuitionistic fuzzy sets and we ... -
Convolution lattices
Miguel Turullols, Laura de ; Bustince Sola, Humberto ; Baets, Bernard de (Elsevier, 2018)
Artículo / Artikulua
We propose two convolution operations on the set of functions between two bounded lattices and investigate the algebraic structure they constitute, in particular the lattice laws they satisfy. Each of these laws requires ... -
d-XC integrals: on the generalization of the expanded form of the Choquet integral by restricted dissimilarity functions and their applications
Wieczynski, Jonata; Fumanal Idocin, Javier ; Lucca, Giancarlo; Borges, Eduardo N.; Asmus, Tiago ; Emmendorfer, Leonardo R.; Bustince Sola, Humberto ; Pereira Dimuro, Graçaliz (IEEE, 2022)
Artículo / Artikulua
Restricted dissimilarity functions (RDFs) were introduced to overcome problems resulting from the adoption of the standard difference. Based on those RDFs, Bustince et al. introduced a generalization of the Choquet integral ... -
A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients
Sanz Delgado, José Antonio ; Fernández Fernández, Francisco Javier ; Bustince Sola, Humberto ; Gradín Purroy, Carlos; Belzunegui Otano, Tomás (Atlantis Press, 2017)
Artículo / Artikulua
Survival prediction of poly-trauma patients measure the quality of emergency services by comparing their predictions with the real outcomes. The aim of this paper is to tackle this problem applying C4.5 since it achieves ... -
Delay-throughput curves for timer-based OBS burstifiers with light load
Izal Azcárate, Mikel ; Aracil Rico, Javier ; Morató Osés, Daniel ; Magaña Lizarrondo, Eduardo (IEEE, 2006)
Artículo / Artikulua
The OBS burstifier delay-throughput curves are analyzed in this paper. The burstifier incorporates a timer-based scheme with minimum burst size, i. e., bursts are subject to padding in light-load scenarios. Precisely, due ... -
Desarrollo de un sistema de decisión basado en lógica borrosa para el uso de bombas de insulina
Galván Herrera, José Basilio ; Recarte Mendiburu, Leticia; Pérez-Ilzarbe Serrano, María José (AISTI - Associação Ibérica de Sistemas e Tecnologias de Informação, 2014)
Artículo / Artikulua
Basándonos en el conocimiento de un usuario experto en la utilización de bombas de insulina, hemos desarrollado un software de apoyo para usuarios noveles de dicha tecnología. Nuestro sistema de decisión tiene en cuenta ... -
Descubrimiento de conocimiento en bases de datos utilizando técnicas de morfología matemática borrosa
Frago Paños, Noé Natalio; Fuentes González, Ramón (Centro de Información Tecnológica, 2007)
Artículo / Artikulua
En este artículo se analiza el efecto, la utilidad y la interpretación de los filtros asociados a la Morfología Matemática Borrosa en procesos de Descubrimiento de Conocimiento en Bases de Datos. En particular se estudian ... -
Enhancing multi-class classification in FARC-HD fuzzy classifier: on the synergy between n-dimensional overlap functions and decomposition strategies
Elkano Ilintxeta, Mikel ; Galar Idoate, Mikel ; Sanz Delgado, José Antonio ; Fernández, Alberto; Barrenechea Tartas, Edurne ; Herrera, Francisco; Bustince Sola, Humberto (IEEE, 2014)
Artículo / Artikulua
There are many real-world classification problems involving multiple classes, e.g., in bioinformatics, computer vision or medicine. These problems are generally more difficult than their binary counterparts. In this scenario, ... -
EUSC: a clustering-based surrogate model to accelerate evolutionary undersampling in imbalanced classification
Le, Hoang Lam; Landa-Silva, Darío; Galar Idoate, Mikel ; García, Salvador; Triguero, Isaac (Elsevier, 2021)
Artículo / Artikulua
Learning from imbalanced datasets is highly demanded in real-world applications and a challenge for standard classifiers that tend to be biased towards the classes with the majority of the examples. Undersampling approaches ... -
Evolution in time of L-fuzzy context sequences
Alcalde, Cristina; Burusco Juandeaburre, Ana ; Bustince Sola, Humberto ; Jurío Munárriz, Aránzazu ; Sanz Delgado, José Antonio (Elsevier, 2016)
Artículo / Artikulua
In this work, we consider a complete lattice L and we study L-fuzzy context sequences which represent the evolution in time of an L-fuzzy context. To carry out this study, in the first part of the paper, we consider n-ary ... -
Extensions of fuzzy sets in image processing: an overview
Pagola Barrio, Miguel ; Barrenechea Tartas, Edurne ; Bustince Sola, Humberto ; Fernández Fernández, Francisco Javier ; Galar Idoate, Mikel ; Jurío Munárriz, Aránzazu ; López Molina, Carlos ; Paternain Dallo, Daniel ; Sanz Delgado, José Antonio ; Couto, P.; Melo Pinto, P. (EUSFLAT, 2011)
Artículo / Artikulua
This work presents a valuable review for the interested reader of the recent Works using extensions of fuzzy sets in image processing. The chapter is divided as follows: first we recall the basics of the extensions of fuzzy ... -
A framework for radial data comparison and its application to fingerprint analysis
Marco Detchart, Cedric ; Cerrón González, Juan ; Miguel Turullols, Laura de ; López Molina, Carlos ; Bustince Sola, Humberto ; Galar Idoate, Mikel (Elsevier, 2016)
Artículo / Artikulua
This work tackles the comparison of radial data, and proposes comparison measures that are further applied to fingerprint analysis. First, we study the similarity of scalar and non-scalar radial data, elaborated on previous ... -
Fuzzy concept lattices and fuzzy relation equations in the retrieval processing of images and signals
Alcalde, Cristina; Burusco Juandeaburre, Ana ; Díaz Moreno, Juan Carlos; Medina, Jesús (World Scientific, 2017)
Artículo / Artikulua
This paper considers the introduced relations between fuzzy property-oriented concept lattices and fuzzy relation equations, on the one hand, and mathematical morphology, on the other hand, in the retrieval processing ... -
Fuzzy morphological operators in image processing
Burillo López, Pedro; Frago Paños, Noé Natalio ; Fuentes González, Ramón (Universitat Politècnica de Catalunya, 2003)
Artículo / Artikulua
First of all, in this paper we propose a family of fuzzy implication operators, which the generalised Luckasiewicz´s one, and to analyse the impacts of Smets and Magrez properties on these operators. The result of this ... -
Fuzzy rule-based classification systems for multi-class problems using binary decomposition strategies: on the influence of n-dimensional overlap functions in the fuzzy reasoning method
Elkano Ilintxeta, Mikel ; Galar Idoate, Mikel ; Sanz Delgado, José Antonio ; Bustince Sola, Humberto (Elsevier, 2016)
Artículo / Artikulua
Multi-class classification problems appear in a broad variety of real-world problems, e.g., medicine, genomics, bioinformatics, or computer vision. In this context, decomposition strategies are useful to increase the ... -
General overlap functions
Miguel Turullols, Laura de ; Gómez, Daniel; Tinguaro, Javier; Montero, Javier; Bustince Sola, Humberto ; Pereira Dimuro, Graçaliz ; Sanz, Jose Antonio (Elsevier, 2019)
Artículo / Artikulua
As a generalization of bivariate overlap functions, which measure the degree of overlapping (intersection for non-crisp sets) of n different classes, in this paper we introduce the concept of general overlap functions. We ... -
Generation of fuzzy mathematical morphologies
Burillo López, Pedro; Frago Paños, Noé Natalio ; Fuentes González, Ramón (Universitat Politècnica de Catalunya, 2001)
Artículo / Artikulua
Fuzzy Mathematical Morphology aims to extend the binary morphological operators to grey-level images. In order to define the basic morphological operations fuzzy erosion, dilation, opening and closing, we introduce ...
