Publikationen in Zusammenarbeit mit Forschern von Universidad Pública de Navarra (59)

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. Extremal values-based aggregation functions

    Fuzzy Sets and Systems, Vol. 493-494

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

    IEEE Transactions on Cybernetics, Vol. 54, Núm. 6, pp. 3417-3430

2023

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

    Information Fusion, Vol. 99

  2. 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

2020

  1. 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. 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. 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. 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

  3. Comments on 'interval type-2 fuzzy sets are generalization of interval-valued fuzzy sets: Towards a wide view on their relationship'

    IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 1, pp. 249-250

  4. 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

  5. Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy

    Applied Soft Computing Journal, Vol. 38, pp. 714-726