Publicaciones en colaboración con investigadores/as de Universidad Pública de Navarra (67)

2023

  1. A crowdsourcing database for the copy-number variation of the Spanish population

    Human Genomics, Vol. 17, Núm. 1

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

    IEEE Transactions on Fuzzy Systems

  3. Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks

    Information Fusion, Vol. 99

  4. Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology

    IEEE Transactions on Cybernetics

  5. The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition

    Information Fusion, Vol. 90, pp. 283-297

2022

  1. Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks

    Proceedings of the Annual Hawaii International Conference on System Sciences

  2. Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification

    Communications in Computer and Information Science

  3. Replacing pooling functions in Convolutional Neural Networks by linear combinations of increasing functions

    Neural networks : the official journal of the International Neural Network Society, Vol. 152, pp. 380-393

2021

  1. EUSC: A clustering-based surrogate model to accelerate evolutionary undersampling in imbalanced classification

    Applied Soft Computing, Vol. 101

2020

  1. A Hybrid Surrogate Model for Evolutionary Undersampling in Imbalanced Classification

    2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings

  2. Community detection and social network analysis based on the Italian wars of the 15th century

    Future Generation Computer Systems, Vol. 113, pp. 25-40

2019

  1. Guest Editorial: Computational Intelligence for Big Data Analytics

    Cognitive Computation

2018

  1. A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark

    2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings

  2. Dynamic ensemble selection for multi-class classification with one-class classifiers

    Pattern Recognition, Vol. 83, pp. 34-51

  3. Improving fuzzy rule based classification systems in big data via support-based filtering

    IEEE International Conference on Fuzzy Systems

  4. 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. A first attempt on global evolutionary undersampling for imbalanced big data

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  2. Adding fuzzy color information for image classification

    IEEE International Conference on Fuzzy Systems

  3. 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