Publikationen in Zusammenarbeit mit Forschern von Universidad Politécnica de Madrid (50)

2024

  1. BeeGOns!: A Wireless Sensor Node for Fog Computing in Smart City Applications

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 43, Núm. 1, pp. 171-175

  2. From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability

    Future Generation Computer Systems, Vol. 159, pp. 134-150

  3. Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

    Information Processing and Management, Vol. 61, Núm. 3

2023

  1. A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

    Information Fusion, Vol. 91, pp. 173-186

  2. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

  3. Pubmed Journal Recommendation System dataset

    Zenodo

  4. Pubmed Journal Recommendation System dataset

    Zenodo

  5. TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks

    SoftwareX, Vol. 22

2022

  1. Bluetooth indoor localization Dataset

    Zenodo

  2. Bluetooth indoor localization Dataset

    Zenodo

  3. Phenotypes of Non-Alcoholic Fatty Liver Disease (NAFLD) and All-Cause Mortality: Unsupervised Machine Learning Analysis of NHANES III

    BMJ Open, Vol. 12, Núm. 11

  4. Stellar dating using chemical clocks and Bayesian inference

    Astronomy and Astrophysics, Vol. 660

  5. Street Images Classification According to COVID-19 Risk in Lima, Peru: a Convolutional Neural Networks Feasibility Analysis

    BMJ Open, Vol. 12, Núm. 9

2021

  1. An Inclusive and Sustainable Artificial Intelligence Strategy for Europe Based on Human Rights

    IEEE Technology and Society Magazine, Vol. 40, Núm. 1, pp. 46-54

  2. Artificial Intelligence for a Fair, Just, and Equitable World

    IEEE Technology and Society Magazine, Vol. 40, Núm. 1, pp. 19-24

2020

  1. Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

    Neurocomputing, Vol. 410, pp. 237-270

  2. The CARMENES search for exoplanets around M dwarfs: A deep learning approach to determine fundamental parameters of target stars

    Astronomy and Astrophysics, Vol. 642

2018

  1. Estimates of the atmospheric parameters of M-type stars: A machine-learning perspective

    Monthly Notices of the Royal Astronomical Society, Vol. 476, Núm. 1, pp. 1120-1139

2017

  1. Evaluation of data compression techniques for the inference of stellar atmospheric parameters from high-resolution spectra

    Monthly Notices of the Royal Astronomical Society, Vol. 465, Núm. 4, pp. 4556-4571

2015

  1. Computation meets neuroscience

    Neurocomputing