Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (40)

2020

  1. Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification

    Information Sciences, Vol. 520, pp. 31-45

  2. MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. ensembles overview and proposal

    Information Fusion, Vol. 62, pp. 73-80

2019

  1. Paths towards equilibrium in molecular systems: The case of water

    Physical Review E, Vol. 100, Núm. 3

2018

  1. A recommender system based on implicit feedback for selective dissemination of ebooks

    Information Sciences, Vol. 467, pp. 87-98

2017

  1. Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets

    Pattern Recognition, Vol. 70, pp. 12-24

  2. Distributed Data and Information Fusion in Visual Sensor Networks

    Distributed Data Fusion for Network-Centric Operations (CRC Press), pp. 435-466

2016

  1. Context-Based Situation Recognition in Computer Vision Systems

    Advances in Computer Vision and Pattern Recognition (Springer Science and Business Media Deutschland GmbH), pp. 627-651

2015

  1. A cloudification methodology for multidimensional analysis: Implementation and application to a railway power simulator

    Simulation Modelling Practice and Theory, Vol. 55, pp. 46-62

  2. Classification of binary imbalanced data using a bayesian ensemble of bayesian neural networks

    Communications in Computer and Information Science

  3. Context-based multi-level information fusion for harbor surveillance

    Information Fusion, Vol. 21, Núm. 1, pp. 173-186

2014

  1. Fast fingerprint identification for large databases

    Pattern Recognition, Vol. 47, Núm. 2, pp. 588-602

2013

  1. Distributed Data and Information Fusion in Visual Sensor Networks

    DISTRIBUTED DATA FUSION FOR NETWORK-CENTRIC OPERATIONS (CRC PRESS-TAYLOR & FRANCIS GROUP), pp. 435-465

  2. On the automatic compilation of e-learning models to planning

    Knowledge Engineering Review, Vol. 28, Núm. 2, pp. 121-136

  3. Reasoning in fuzzy OWL 2 with delorean

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

2012

  1. A fuzzy ontology extension of wordnet and eurowordnet for specialized knowledge

    Proceedings of the 10th Terminology and Knowledge Engineering Conference: New Frontiers in the Constructive Symbiosis of Terminology and Knowledge Engineering, TKE 2012

  2. Applying the dynamic region connection calculus to exploit geographic knowledge in maritime surveillance

    15th International Conference on Information Fusion, FUSION 2012

  3. Context-based scene recognition from visual data in smart homes: An Information Fusion approach

    Personal and Ubiquitous Computing, Vol. 16, Núm. 7, pp. 835-857

  4. DeLorean: A reasoner for fuzzy OWL 2

    Expert Systems with Applications, Vol. 39, Núm. 1, pp. 258-272

  5. Fuzzy ontologies for specialized knowledge representation in WordNet

    Communications in Computer and Information Science

  6. Joining Gödel and zadeh fuzzy logics in fuzzy description logics

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 20, Núm. 4, pp. 475-508