Publicaciones en las que colabora con Edurne Barrenechea Tartas (21)

2018

  1. 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

  1. 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

  1. A historical account of types of fuzzy sets and their relationships

    IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 1, pp. 179-194

  2. New ordering-based pruning metrics for ensembles of classifiers in imbalanced datasets

    Advances in Intelligent Systems and Computing

  3. 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

  1. A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

    Knowledge-Based Systems, Vol. 81, pp. 76-97

  2. A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

    Knowledge-Based Systems, Vol. 81, pp. 98-116

  3. A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation

    Information Sciences, Vol. 315, pp. 67-87

  4. 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

  5. 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

  6. Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship

    IEEE Transactions on Fuzzy Systems, Vol. 23, Núm. 5, pp. 1876-1882

2014

  1. Empowering difficult classes with a similarity-based aggregation in multi-class classification problems

    Information Sciences, Vol. 264, pp. 135-157

  2. Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions

    FUSION 2014 - 17th International Conference on Information Fusion

  3. Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System

    Communications in Computer and Information Science

2013

  1. Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

    Pattern Recognition, Vol. 46, Núm. 12, pp. 3412-3424

  2. EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling

    Pattern Recognition, Vol. 46, Núm. 12, pp. 3460-3471

2012

  1. 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

  1. 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

  2. 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

  1. 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]