Publications in collaboration with researchers from Universidad Carlos III de Madrid (115)

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

2021

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

    MACHINE LEARNING WITH APPLICATIONS, Vol. 5

2020

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

    Expert Systems with Applications, Vol. 149

  2. 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. 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

  6. Lateral solids meso-mixing in pseudo-2D fluidized beds by means of TFM simulations

    Powder Technology, Vol. 334, pp. 183-191

  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

  2. A model-driven approach to generate and deploy videogames on multiple platforms

    Journal of Ambient Intelligence and Humanized Computing, Vol. 8, Núm. 3, pp. 435-447

  3. An online classification algorithm for large scale data streams: iGNGSVM

    Neurocomputing, Vol. 262, pp. 67-76