Publications in collaboration with researchers from Universidad Carlos III de Madrid (82)

2024

  1. Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations

    Open Research Europe, Vol. 4

  2. Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks

    Engineering Applications of Artificial Intelligence, Vol. 133

2023

  1. A survey on machine learning for recurring concept drifting data streams

    Expert Systems with Applications, Vol. 213

  2. Quasi-triangularization of matrix polynomials over arbitrary fields

    Linear Algebra and Its Applications, Vol. 665, pp. 61-106

2022

  1. Instance-based defense against adversarial attacks in Deep Reinforcement Learning

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. Convection indicator for pre-tactical air traffic flow management using neural networks

    MACHINE LEARNING WITH APPLICATIONS, Vol. 5

2020

  1. Conditioning and backward errors of eigenvalues of homogeneous matrix polynomials under möbius transformations

    Mathematics of Computation, Vol. 89, Núm. 2020, pp. 767-805

  2. Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators

    Expert Systems with Applications, Vol. 149

  3. IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems

    Expert Systems with Applications, Vol. 142

2019

  1. A comparison of machine learning and deep learning techniques for activity recognition using mobile devices

    Sensors (Switzerland), Vol. 19, Núm. 3

  2. Incremental market behavior classification in presence of recurring concepts

    Entropy, Vol. 21, Núm. 1

  3. Towards semantic segmentation of orthophoto images using graph-based community identification

    Neural Computing and Applications, Vol. 31, pp. 1155-1163

2018

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

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

  2. Analysis and evaluation of discussion forums in the teaching process of industrial organization engineering

    International Journal of Engineering Education, Vol. 34, Núm. 4, pp. 1261-1272

  3. Feature selection for spatially enhanced LBP: application to face recognition

    International Journal of Data Science and Analytics, Vol. 5, Núm. 1, pp. 11-18

  4. Grid-enabled evolution strategies for large-scale home care crew scheduling

    Cluster Computing, Vol. 21, Núm. 2

  5. Improving children's experience on a mobile EdTech platform through a recommender system

    Mobile Information Systems, Vol. 2018

  6. Internet use and psychological well-being at advanced age: Evidence from the English longitudinal study of aging

    International Journal of Environmental Research and Public Health, Vol. 15, Núm. 3

  7. System steganalysis with automatic fingerprint extraction

    PLoS ONE, Vol. 13, Núm. 4

  8. UC3M-UKENT Stegoanalysis data archive

    e-cienciaDatos