Publications en collaboration avec des chercheurs de Ghent University (35)

2020

  1. Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems

    IEEE Access, Vol. 8, pp. 124236-124253

2018

  1. Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach

    Knowledge and Information Systems, Vol. 56, Núm. 1, pp. 55-84

  2. Multi-label classification using a fuzzy rough neighborhood consensus

    Information Sciences, Vol. 433-434, pp. 96-114

  3. 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. A snapshot of image Pre-Processing for convolutional neural networks: Case study of MNIST

    International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 555-568

  2. 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

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

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

  4. kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data

    Knowledge-Based Systems, Vol. 117, pp. 3-15

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. 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

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

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

  4. 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

  5. Fuzzy multi-instance classifiers

    IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 6, pp. 1395-1409

  6. Fuzzy rough classifiers for class imbalanced multi-instance data

    Pattern Recognition, Vol. 53, pp. 36-45

  7. Multiple instance learning: Foundations and algorithms

    Springer International Publishing, pp. 1-233

2015

  1. A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification

    Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015

  2. A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

    Knowledge-Based Systems, Vol. 81, pp. 76-97

  3. A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal

    Knowledge-Based Systems, Vol. 81, pp. 98-116

  4. A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation

    Information Sciences, Vol. 315, pp. 67-87

  5. Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach

    Mathematical Problems in Engineering, Vol. 2015