Publicaciones en colaboración con investigadores/as de King Abdulaziz University (17)

2021

  1. 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

2018

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

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

2017

  1. 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

  2. MoNGEL: monotonic nested generalized exemplar learning

    Pattern Analysis and Applications, Vol. 20, Núm. 2, pp. 441-452

  3. Prototype selection to improve monotonic nearest neighbor

    Engineering Applications of Artificial Intelligence, Vol. 60, pp. 128-135

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. Empowering one-vs-one decomposition with ensemble learning for multi-class imbalanced data

    Knowledge-Based Systems, Vol. 106, pp. 251-263

  3. Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets

    Information Sciences, Vol. 329, pp. 144-163

  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. Hyperrectangles Selection for Monotonic Classification by Using Evolutionary Algorithms

    International Journal of Computational Intelligence Systems, Vol. 9, Núm. 1, pp. 184-201

  6. Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification

    IEEE Transactions on Cybernetics, Vol. 46, Núm. 3, pp. 595-608

  7. Tutorial on practical tips of the most influential data preprocessing algorithms in data mining

    Knowledge-Based Systems, Vol. 98, pp. 1-29

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

2014

  1. Analyzing convergence performance of evolutionary algorithms: A statistical approach

    Information Sciences, Vol. 289, Núm. 1, pp. 41-58

  2. Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

    Information Sciences, Vol. 260, pp. 98-119