ALBERTO LUIS
FERNÁNDEZ HILARIO
CATEDRÁTICO DE UNIVERSIDAD
Edurne
Barrenechea Tartas
Publicaciones en las que colabora con Edurne Barrenechea Tartas (15)
2018
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NMC, Nearest Matrix Classification: a new combination model for pruning one-vs-one ensembles by transforming the aggregation problem
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
2017
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NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Information Fusion, Vol. 36, pp. 26-51
2016
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New ordering-based pruning metrics for ensembles of classifiers in imbalanced datasets
Advances in Intelligent Systems and Computing
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Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets
Information Sciences, Vol. 354, pp. 178-196
2015
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DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems
Pattern Recognition, Vol. 48, Núm. 1, pp. 28-42
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Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between n-Dimensional Overlap Functions and Decomposition Strategies
IEEE Transactions on Fuzzy Systems, Vol. 23, Núm. 5, pp. 1562-1580
2014
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Empowering difficult classes with a similarity-based aggregation in multi-class classification problems
Information Sciences, Vol. 264, pp. 135-157
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Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions
FUSION 2014 - 17th International Conference on Information Fusion
2013
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Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers
Pattern Recognition, Vol. 46, Núm. 12, pp. 3412-3424
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EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
Pattern Recognition, Vol. 46, Núm. 12, pp. 3460-3471
2012
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A review on ensembles for the class imbalance problem: Bagging-, boosting-, and hybrid-based approaches
IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 42, Núm. 4, pp. 463-484
2011
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An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
Pattern Recognition, Vol. 44, Núm. 8, pp. 1761-1776
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Construction of interval-valued fuzzy preference relations using ignorance functions: Interval-valued non dominance criterion
Advances in Intelligent and Soft Computing, Vol. 107, pp. 243-255
2010
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Resolución de Problemas Multi-clase con Sistemas de Clasificación Basados en Reglas Difusas Lingüísticos Basados en Aprendizaje por Parejas y Relaciones de Preferencia
XV Congreso Español sobre Tecnologías y Lógica Fuzzy ESTYLF 2010: Huelva [Recurso electrónico]
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Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations
Fuzzy Sets and Systems, Vol. 161, Núm. 23, pp. 3064-3080