Publications in collaboration with researchers from Universidad Pública de Navarra (24)

2024

  1. Admissible OWA operators for fuzzy numbers

    Fuzzy Sets and Systems, Vol. 480

  2. Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface

    Pattern Recognition, Vol. 145

2023

  1. ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques

    IEEE Transactions on Fuzzy Systems

  2. Bi-polar preference based weights allocation with incomplete fuzzy relations

    Information Sciences, Vol. 621, pp. 308-318

  3. On the Stability of Fuzzy Classifiers to Noise Induction

    IEEE International Conference on Fuzzy Systems

2021

  1. A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment

    Computers and Industrial Engineering, Vol. 155

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 position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress

    Information Fusion, Vol. 29, pp. 89-97

  2. Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC)

    International Journal of Approximate Reasoning, Vol. 73, pp. 108-122

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

    Advances in Intelligent Systems and Computing

  4. 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. On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm

    IEEE International Conference on Fuzzy Systems

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

2013

  1. Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

    Knowledge-Based Systems, Vol. 42, pp. 97-110