Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (46)

2023

  1. Dielectric Bull-Eye Leaky Wave Antenna with Broadside Radiation Pattern

    17th European Conference on Antennas and Propagation, EuCAP 2023

2022

  1. Double-Layer Stacked Denoising Autoencoders for Regression

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

  2. vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs

    IEEE Transactions on Mobile Computing, Vol. 21, Núm. 7, pp. 2652-2670

2021

  1. Complete Stacked Denoising Auto-Encoders for Regression

    Neural Processing Letters, Vol. 53, Núm. 1, pp. 787-797

  2. Complete autoencoders for classification with missing values

    Neural Computing and Applications, Vol. 33, Núm. 6, pp. 1951-1957

2020

  1. Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks

    Neurocomputing, Vol. 383, pp. 106-112

  2. Improving deep learning performance with missing values via deletion and compensation

    Neural Computing and Applications, Vol. 32, Núm. 17, pp. 13233-13244

  3. 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. Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control

    MOBICOM'19: PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING

  2. Exploiting label information to improve auto-encoding based classifiers

    Neurocomputing, Vol. 370, pp. 104-108

  3. Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks

    2019 European Conference on Networks and Communications, EuCNC 2019

  4. Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant

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

  5. Machine-health application based on machine learning techniques for prediction of valve wear in a manufacturing plant

    From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II (Springer Suiza), pp. 389-398

  6. On improving CNNs performance: The case of MNIST

    Information Fusion

  7. vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs

    MOBICOM'19: PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING

2018

  1. Linear discriminants described by disjoint tangent configurations

    Neurocomputing, Vol. 316, pp. 345-356

  2. Low-dispersive leaky-wave antenna integrated in groove gap waveguide technology

    IEEE Transactions on Antennas and Propagation, Vol. 66, Núm. 11, pp. 5727-5736

  3. On the use of a metasurface prism in gap-waveguide technology to reduce the dispersion of leaky-wave antennas

    IET Conference Publications

2017

  1. Methodologies and proposals to facilitate the integration of small and medium consumers in smart grids

    CIRED - Open Access Proceedings Journal

  2. Positioning and digital maps

    Intelligent Vehicles: Enabling Technologies and Future Developments (Elsevier), pp. 141-174