Publicaciones en colaboración con investigadores/as de Universidad Pública de Navarra (26)

2024

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

    IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926

  2. Admissible OWA operators for fuzzy numbers

    Fuzzy Sets and Systems, Vol. 480

  3. Generalized extended Bonferroni means for isomorphic membership grades

    Fuzzy Sets and Systems, Vol. 488

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

    Pattern Recognition, Vol. 145

  5. Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods

    IEEE Conference on Evolving and Adaptive Intelligent Systems

2023

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

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

  2. 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