Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (81)

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

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

2017

  1. A Comparative Study of Image Segmentation Algorithms and Descriptors for Building Detection

    Handbook of Neural Computation (Elsevier Inc.), pp. 591-606