Publicaciones en colaboración con investigadores/as de Ghent University (11)

2018

  1. On the use of convolutional neural networks for robust classification of multiple fingerprint captures

    International Journal of Intelligent Systems, Vol. 33, Núm. 1, pp. 213-230

2017

  1. Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection

    Knowledge-Based Systems, Vol. 126, pp. 91-103

  2. Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks

    Information Sciences, Vol. 408, pp. 198-212

2016

  1. DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases

    Information Fusion, Vol. 32, pp. 40-51

  2. Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis

    Applied Soft Computing Journal, Vol. 38, pp. 10-22

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

2013

  1. On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection

    Soft Computing, Vol. 17, Núm. 2, pp. 223-238

2012

  1. Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection

    Information Sciences, Vol. 186, Núm. 1, pp. 73-92

2011

  1. A preliminary study on the use of fuzzy rough set based feature selection for improving evolutionary instance selection algorithms

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)