Publications in collaboration with researchers from Universidad Carlos III de Madrid (30)

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

2018

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

    Cluster Computing, Vol. 21, Núm. 2

  2. 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

  3. System steganalysis with automatic fingerprint extraction

    PLoS ONE, Vol. 13, Núm. 4

  4. UC3M-UKENT Stegoanalysis data archive

    e-cienciaDatos

2017

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

    Neurocomputing, Vol. 262, pp. 67-76

  2. Clustering technique for large-scale home care crew scheduling problems

    Applied Intelligence, Vol. 47, Núm. 2, pp. 443-455

  3. Efficient dynamic resampling for dominance-based multiobjective evolutionary optimization

    Engineering Optimization, Vol. 49, Núm. 2, pp. 311-327

  4. Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks

    Information Sciences, Vol. 418-419, pp. 363-382

2013

  1. Large-scale home care crew scheduling with a parallel evolutionary algorithm

    2013 EIGHTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC 2013)

  2. Learning from Non-Stationary Data using a Growing Network of Prototypes

    2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  3. Learning from non-stationary data using a growing network of prototypes

    2013 IEEE Congress on Evolutionary Computation, CEC 2013

2012

  1. A novel multiobjective formulation of the robust software project scheduling problem

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