Publicaciones en colaboración con investigadores/as de King Abdulaziz University (35)

2021

  1. An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification

    IEEE Access, Vol. 9, pp. 85488-85499

  2. CommuniMents: A framework for detecting community based sentiments for events

    Research Anthology on Strategies for Using Social Media as a Service and Tool in Business (IGI Global), pp. 382-404

  3. Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise

    Neurocomputing, Vol. 439, pp. 106-121

2020

  1. Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations

    Cognitive Computation, Vol. 12, Núm. 5, pp. 897-939

2019

  1. Chain based sampling for monotonic imbalanced classification

    Information Sciences, Vol. 474, pp. 187-204

  2. Enabling Smart Data: Noise filtering in Big Data classification

    Information Sciences, Vol. 479, pp. 135-152

  3. From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification

    International Journal of Intelligent Systems, Vol. 34, Núm. 12, pp. 3260-3274

  4. Instance reduction for one-class classification

    Knowledge and Information Systems, Vol. 59, Núm. 3, pp. 601-628

2018

  1. A distributed evolutionary multivariate discretizer for Big Data processing on Apache Spark

    Swarm and Evolutionary Computation, Vol. 38, pp. 240-250

  2. A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines

    Information Fusion, Vol. 44, pp. 78-96

  3. DRCW-ASEG: One-versus-One distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets

    Neurocomputing, Vol. 285, pp. 176-187

  4. Dynamic ensemble selection for multi-class imbalanced datasets

    Information Sciences, Vol. 445-446, pp. 22-37

  5. 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

  6. Online entropy-based discretization for data streaming classification

    Future Generation Computer Systems, Vol. 86, pp. 59-70

  7. Principal Components Analysis Random Discretization Ensemble for Big Data

    Knowledge-Based Systems, Vol. 150, pp. 166-174

2017

  1. A survey on data preprocessing for data stream mining: Current status and future directions

    Neurocomputing, Vol. 239, pp. 39-57

  2. An evolutionary multiobjective model and instance selection for support vector machines with pareto-based ensembles

    IEEE Transactions on Evolutionary Computation, Vol. 21, Núm. 6, pp. 863-877

  3. CommuniMents: A framework for detecting community based sentiments for events

    International Journal on Semantic Web and Information Systems, Vol. 13, Núm. 2, pp. 87-108

  4. Cost-Sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems and non-competent classifiers

    Applied Soft Computing Journal, Vol. 56, pp. 357-367

  5. 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