Publicaciones en colaboración con investigadores/as de Universidad Pública de Navarra (11)

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

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

2017

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

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

2016

  1. Evolutionary undersampling for extremely imbalanced big data classification under apache spark

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

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. Evolutionary undersampling for imbalanced big data classification

    2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings

2014

  1. Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms

    Engineering Applications of Artificial Intelligence, Vol. 32, pp. 37-53